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Repository: RockeyCoss/SPO
Branch: main
Commit: 27a86428edcf
Files: 69
Total size: 877.6 KB
Directory structure:
gitextract_hwf0_9gj/
├── LICENSE
├── README.md
├── spo_training_and_inference/
│ ├── .gitignore
│ ├── README.md
│ ├── accelerate_cfg/
│ │ └── 1m4g_fp16.yaml
│ ├── assets/
│ │ └── prompts/
│ │ └── 4k_training_prompts.json
│ ├── configs/
│ │ ├── basic_config.py
│ │ ├── spo_sd-v1-5_4k-prompts_num-sam-4_10ep_bs10.py
│ │ └── spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py
│ ├── environment.yaml
│ ├── inference_scripts/
│ │ ├── inference_spo_sd-v1-5.py
│ │ └── inference_spo_sdxl.py
│ ├── spo/
│ │ ├── custom_diffusers/
│ │ │ ├── __init__.py
│ │ │ ├── ddim_seperate.py
│ │ │ ├── ddim_with_logprob.py
│ │ │ ├── multi_sample_pipeline.py
│ │ │ └── multi_sample_pipeline_sdxl.py
│ │ ├── datasets/
│ │ │ ├── __init__.py
│ │ │ ├── builder.py
│ │ │ └── prompt_dataset.py
│ │ ├── preference_models/
│ │ │ ├── __init__.py
│ │ │ ├── builder.py
│ │ │ ├── compare_funcs.py
│ │ │ ├── models/
│ │ │ │ ├── step_aware_preference_model.py
│ │ │ │ └── time_conditioned_clip.py
│ │ │ └── preference_model_fns.py
│ │ └── utils/
│ │ ├── __init__.py
│ │ ├── constants.py
│ │ └── dist_utils.py
│ └── train_scripts/
│ ├── train_spo.py
│ └── train_spo_sdxl.py
└── step_aware_preference_model/
├── .gitignore
├── README.md
├── requirements.txt
├── run_commands/
│ ├── train_spm_sd15.sh
│ └── train_spm_sdxl.sh
├── setup.py
└── trainer/
├── accelerators/
│ ├── __init__.py
│ ├── base_accelerator.py
│ ├── debug_accelerator.py
│ ├── deepspeed_accelerator.py
│ └── utils.py
├── conf/
│ ├── config.yaml
│ └── experiment/
│ ├── clip.yaml
│ └── clip_h.yaml
├── configs/
│ ├── __init__.py
│ └── configs.py
├── criterions/
│ ├── __init__.py
│ └── spm_criterion.py
├── datasetss/
│ ├── __init__.py
│ ├── base_dataset.py
│ └── pick_a_pic_spm_dataset.py
├── lr_schedulers/
│ ├── __init__.py
│ ├── constant_with_warmup.py
│ └── dummy_lr_scheduler.py
├── models/
│ ├── __init__.py
│ ├── base_model.py
│ ├── step_aware_preference_model.py
│ └── time_conditioned_clip.py
├── optimizers/
│ ├── __init__.py
│ ├── adamw.py
│ └── dummy_optimizer.py
├── scripts/
│ └── train_spm.py
├── tasks/
│ ├── __init__.py
│ ├── base_task.py
│ └── spm_task.py
└── utils/
├── __init__.py
├── batchable_ddim_scheduler.py
└── constants.py
================================================
FILE CONTENTS
================================================
================================================
FILE: LICENSE
================================================
MIT License
Copyright (c) 2021
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
================================================
FILE: README.md
================================================
<div align="center">
# Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
[Zhanhao Liang](https://github.com/RockeyCoss), [Yuhui Yuan](https://www.microsoft.com/en-us/research/people/yuyua/), [Shuyang Gu](https://cientgu.github.io), [Bohan Chen](https://github.com/BHCHENGIT), [Tiankai Hang](https://tiankaihang.github.io/), [Mingxi Cheng](https://sites.google.com/a/usc.edu/mingxicheng/), [Ji Li](https://sites.google.com/a/usc.edu/jili/), [Liang Zheng](https://zheng-lab.cecs.anu.edu.au)
${{\color{Red}\Huge{\textsf{ CVPR\ 2025\ \}}}}\$
<a href="https://arxiv.org/abs/2406.04314"><img src="https://img.shields.io/badge/Paper-arXiv-red?style=for-the-badge" height=22.5></a>
<a href="https://rockeycoss.github.io/spo.github.io/"><img src="https://img.shields.io/badge/Project-Page-blue?style=for-the-badge" height=22.5></a>
<a href="https://huggingface.co/SPO-Diffusion-Models"><img src="https://img.shields.io/badge/Hugging-Face-yellow?style=for-the-badge" height=22.5></a>
</div>
This is the official implementation of SPO, introduced in [Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization](https://arxiv.org/abs/2406.04314).
## Abstract
<p>
Generating visually appealing images is fundamental to modern text-to-image generation models.
A potential solution to better aesthetics is direct preference optimization (DPO),
which has been applied to diffusion models to improve general image quality including prompt alignment and aesthetics.
Popular DPO methods propagate preference labels from clean image pairs to all the intermediate steps along the two generation trajectories.
However, preference labels provided in existing datasets are blended with layout and aesthetic opinions, which would disagree with aesthetic preference.
Even if aesthetic labels were provided (at substantial cost), it would be hard for the two-trajectory methods to capture nuanced visual differences at different steps.
</p>
<p>
To improve aesthetics economically, this paper uses existing generic preference data and introduces step-by-step preference optimization
(SPO) that discards the propagation strategy and allows fine-grained image details to be assessed. Specifically,
at each denoising step, we 1) sample a pool of candidates by denoising from a shared noise latent,
2) use a step-aware preference model to find a suitable win-lose pair to supervise the diffusion model, and
3) randomly select one from the pool to initialize the next denoising step.
This strategy ensures that diffusion models focus on the subtle, fine-grained visual differences
instead of layout aspect. We find that aesthetics can be significantly enhanced by accumulating these
improved minor differences.
</p>
<p>
When fine-tuning Stable Diffusion v1.5 and SDXL, SPO yields significant
improvements in aesthetics compared with existing DPO methods while not sacrificing image-text alignment
compared with vanilla models. Moreover, SPO converges much faster than DPO methods due to the use of
more correct preference labels provided by the step-aware preference model.
</p>
## Method Overview
## TODO
- [x] Release training code for step-aware preference model
- [x] Release training code for SPO
- [x] Release checkpoints and inference code
- [x] Initialization
## Gallery
<table>
<tr>
<td><img src="assets/teaser/0.png" alt="teaser example 0" width="200"/></td>
<td><img src="assets/teaser/1.png" alt="teaser example 1" width="200"/></td>
<td><img src="assets/teaser/2.png" alt="teaser example 2" width="200"/></td>
<td><img src="assets/teaser/3.png" alt="teaser example 3" width="200"/></td>
</tr>
<tr>
<td><img src="assets/teaser/4.png" alt="teaser example 4" width="200"/></td>
<td><img src="assets/teaser/5.png" alt="teaser example 5" width="200"/></td>
<td><img src="assets/teaser/6.png" alt="teaser example 6" width="200"/></td>
<td><img src="assets/teaser/7.png" alt="teaser example 7" width="200"/></td>
</tr>
<tr>
<td><img src="assets/teaser/8.png" alt="teaser example 8" width="200"/></td>
<td><img src="assets/teaser/9.png" alt="teaser example 9" width="200"/></td>
<td><img src="assets/teaser/10.png" alt="teaser example 10" width="200"/></td>
<td><img src="assets/teaser/11.png" alt="teaser example 11" width="200"/></td>
</tr>
<tr>
<td><img src="assets/teaser/12.png" alt="teaser example 12" width="200"/></td>
<td><img src="assets/teaser/13.png" alt="teaser example 13" width="200"/></td>
<td><img src="assets/teaser/14.png" alt="teaser example 14" width="200"/></td>
<td><img src="assets/teaser/15.png" alt="teaser example 15" width="200"/></td>
</tr>
<tr>
<td><img src="assets/teaser/16.png" alt="teaser example 16" width="200"/></td>
<td><img src="assets/teaser/17.png" alt="teaser example 17" width="200"/></td>
<td><img src="assets/teaser/18.png" alt="teaser example 18" width="200"/></td>
<td><img src="assets/teaser/19.png" alt="teaser example 19" width="200"/></td>
</tr>
</table>
## :wrench: Usage
For SPO training and inference using the available checkpoints, please refer to [spo_training_and_inference](spo_training_and_inference/).
For the training of the step-aware preference model, please refer to [step_aware_preference_model](step_aware_preference_model/).
## :unlock: Available Checkpoints
[SPO-SDXL_4k-prompts_10-epochs](https://huggingface.co/SPO-Diffusion-Models/SPO-SDXL_4k-p_10ep)
[SPO-SDXL_4k-prompts_10-epochs_LoRA](https://huggingface.co/SPO-Diffusion-Models/SPO-SDXL_4k-p_10ep_LoRA)
[SPO-SD-v1-5_4k-prompts_10-epochs](https://huggingface.co/SPO-Diffusion-Models/SPO-SD-v1-5_4k-p_10ep)
[SPO-SD-v1-5_4k-prompts_10-epochs_LoRA](https://huggingface.co/SPO-Diffusion-Models/SPO-SD-v1-5_4k-p_10ep_LoRA)
## Acknowledgement
Our codebase references the code from [Diffusers](https://github.com/huggingface/diffusers), [D3PO](https://github.com/yk7333/d3po) and [PickScore](https://github.com/yuvalkirstain/PickScore). We extend our gratitude to their authors for open-sourcing their code.
## :mailbox_with_mail: Citation
If you find this code useful in your research, please consider citing:
```
@article{liang2024step,
title={Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization},
author={Liang, Zhanhao and Yuan, Yuhui and Gu, Shuyang and Chen, Bohan and Hang, Tiankai and Cheng, Mingxi and Li, Ji and Zheng, Liang},
journal={arXiv preprint arXiv:2406.04314},
year={2024}
}
```
================================================
FILE: spo_training_and_inference/.gitignore
================================================
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# C extensions
*.so
# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Translations
*.mo
*.pot
# PyBuilder
target/
# pyenv
.python-version
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
.DS_Store
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mypy
.mypy_cache/
.vscode
.idea
# custom
*.pkl
*.pkl.json
work_dirs
model_ckpts
wandb
*.egg-info
*.html
debug
.png
================================================
FILE: spo_training_and_inference/README.md
================================================
# SPO Training and Inference Code
This folder contains the code for SPO training and inference.
## Installation
1. Pull the Docker Image
```bash
sudo docker pull rockeycoss/spo:v1
```
2. Run the Docker Container and Enter It
```bash
sudo docker run --gpus all -it --ipc=host rockeycoss/spo:v1 /bin/bash
```
> 💡 Optional (for installation without Docker):
> You can also build the environment using the provided `environment.yaml`:
> ```bash
> conda env create -f environment.yaml --name spo
> conda activate spo
> ```
> 🔹 *Both setups are supported, but the Docker environment (`rockeycoss/spo:v1`) should be taken as the reference.*
3. Clone the Repository
```bash
git clone https://github.com/RockeyCoss/SPO
cd ./SPO/spo_training_and_inference
```
4. Login to wandb
```bash
wandb login {Your wandb key}
```
5. (Optional) To customize the location for saving models downloaded from Hugging Face, you can use the following command:
```bash
export HUGGING_FACE_CACHE_DIR=/path/to/your/cache/dir
```
## :wrench: Inference Hugging Face Checkpoints
SDXL inference
```bash
python inference_scripts/inference_spo_sdxl.py
```
SD v1.5 inference
```bash
python inference_scripts/inference_spo_sd-v1-5.py
```
## :wrench: Training
The following scripts assume the use of **four** 80GB A100 GPUs for fine-tuning, as described in the [paper](https://arxiv.org/abs/2406.04314).
Before fine-tuning, please download the checkpoints of step-aware preference models. You can do this by following these steps:
```bash
sudo apt update
sudo apt install wget
mkdir model_ckpts
cd model_ckpts
wget https://huggingface.co/SPO-Diffusion-Models/Step-Aware_Preference_Models/resolve/main/sd-v1-5_step-aware_preference_model.bin
wget https://huggingface.co/SPO-Diffusion-Models/Step-Aware_Preference_Models/resolve/main/sdxl_step-aware_preference_model.bin
cd ..
```
To fine-tune SD v1.5, you can use the following command:
```bash
accelerate launch --config_file accelerate_cfg/1m4g_fp16.yaml train_scripts/train_spo.py --config configs/spo_sd-v1-5_4k-prompts_num-sam-4_10ep_bs10.py
```
To fine-tune SDXL, you can use the following command:
```bash
accelerate launch --config_file accelerate_cfg/1m4g_fp16.yaml train_scripts/train_spo_sdxl.py --config configs/spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py
```
To fine-tune using step-aware preference model checkpoints you’ve trained with the code in [step_aware_preference_model](https://github.com/RockeyCoss/SPO/tree/main/step_aware_preference_model), you can simply update the `config.preference_model_func_cfg.ckpt_path` setting in the config file to point to your desired checkpoint path. For example, you can modify [this line](https://github.com/RockeyCoss/SPO/blob/main/spo_training_and_inference/configs/spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py#L15) in the SDXL fine-tuning config.
## :unlock: Available Checkpoints
[SPO-SDXL_4k-prompts_10-epochs](https://huggingface.co/SPO-Diffusion-Models/SPO-SDXL_4k-p_10ep)
[SPO-SDXL_4k-prompts_10-epochs_LoRA](https://huggingface.co/SPO-Diffusion-Models/SPO-SDXL_4k-p_10ep_LoRA)
[SPO-SD-v1-5_4k-prompts_10-epochs](https://huggingface.co/SPO-Diffusion-Models/SPO-SD-v1-5_4k-p_10ep)
[SPO-SD-v1-5_4k-prompts_10-epochs_LoRA](https://huggingface.co/SPO-Diffusion-Models/SPO-SD-v1-5_4k-p_10ep_LoRA)
## :mailbox_with_mail: Citation
If you find this code useful in your research, please consider citing:
```
@article{liang2024step,
title={Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization},
author={Liang, Zhanhao and Yuan, Yuhui and Gu, Shuyang and Chen, Bohan and Hang, Tiankai and Cheng, Mingxi and Li, Ji and Zheng, Liang},
journal={arXiv preprint arXiv:2406.04314},
year={2024}
}
```
================================================
FILE: spo_training_and_inference/accelerate_cfg/1m4g_fp16.yaml
================================================
compute_environment: LOCAL_MACHINE
debug: false
distributed_type: MULTI_GPU
downcast_bf16: 'no'
gpu_ids: 0,1,2,3
machine_rank: 0
main_training_function: main
mixed_precision: fp16
num_machines: 1
num_processes: 4
rdzv_backend: static
same_network: true
tpu_env: []
tpu_use_cluster: false
tpu_use_sudo: false
use_cpu: false
================================================
FILE: spo_training_and_inference/assets/prompts/4k_training_prompts.json
================================================
[
{
"caption": "a cat driving a nuke",
"trainset_idx": 215221
},
{
"caption": "she waits facing three ways and fades away by artist \"anna dittmann\",by artist \"the color commander\"; Hyperbolic paraboloid glass tesselated Stellated dodecahedron",
"trainset_idx": 26114
},
{
"caption": "Beautiful thin shy slim attractively Japanese young model with thin arms as secretary",
"trainset_idx": 564134
},
{
"caption": "A 3-D visualization of a neuron filled with metal shapes,with thin metal lines voronoi ,tiny intricate details floating spheres droplets, model city",
"trainset_idx": 480276
},
{
"caption": "david denman, short hair, short beard, wearing lycra ultraman costume, muscle buldge",
"trainset_idx": 506789
},
{
"caption": "a sign with \"u good?\" written on it",
"trainset_idx": 268846
},
{
"caption": "anime holding box with the word \"gay\" on it",
"trainset_idx": 242838
},
{
"caption": "Rainy window, evening, blurred silhouettes outside the window",
"trainset_idx": 236253
},
{
"caption": "A tiny dragon taking a bath in a teacup",
"trainset_idx": 229566
},
{
"caption": "roman scifi corridor metal,studio lighting, volumetric light,JARDINIERE,sir john soane,metal pipes,floor grates,pilasters",
"trainset_idx": 472310
},
{
"caption": "Whorish African Woman",
"trainset_idx": 182710
},
{
"caption": "full shot photo, full body and feet, in full color high quality very detailed and sharp facial features, very handsome married Malay beefy fathers ]]",
"trainset_idx": 457663
},
{
"caption": "a cute kitten made out of metal",
"trainset_idx": 275789
},
{
"caption": "Photo of old woman smiling at camera. Summer. Wheelchair. beautiful environment",
"trainset_idx": 229949
},
{
"caption": "Dark futuristic, circuit board, small city buildings as transistors, dark background, desktop wallpaper, 4k , 8k, unreal engine, octane render",
"trainset_idx": 568468
},
{
"caption": "A pop star performing on a stage in space, bright color, cinematic shot",
"trainset_idx": 547035
},
{
"caption": "Stage design",
"trainset_idx": 429570
},
{
"caption": "Pulsing blue energy inside a robotic core",
"trainset_idx": 83502
},
{
"caption": "Digital art, concept sheet, space helmet, Cowboy space suit, cowboy hat, cyberpunk, apocalyptic, 8k, trending on artstation, Cold tones, depressing, by Jeremy Geddes, by Sparth",
"trainset_idx": 273130
},
{
"caption": "atomic design",
"trainset_idx": 268144
},
{
"caption": "high detail, high defintion, 8k, photorealistic, hdr, walter white as bob ross",
"trainset_idx": 503292
},
{
"caption": "Mechanical steampunk personal robot. fantasy, sharp focus, digital art, hyper realistic, 8k, unreal engine, highly detailed, hd 4k, dramatic lighting, trending on artstation",
"trainset_idx": 544944
},
{
"caption": "desi girl",
"trainset_idx": 461058
},
{
"caption": "Black cats by Hilma af Klint, rifle paper co",
"trainset_idx": 82672
},
{
"caption": "Emmanuel Macron in the street",
"trainset_idx": 577323
},
{
"caption": "Twink in the bush",
"trainset_idx": 559574
},
{
"caption": "a tree with butterfly leaves",
"trainset_idx": 384172
},
{
"caption": "A group of dinosaurs having a fancy tea party",
"trainset_idx": 281255
},
{
"caption": "a turtle riding a skateboard",
"trainset_idx": 230488
},
{
"caption": "A spaceship pointing up on a plain background",
"trainset_idx": 120135
},
{
"caption": "wrestling submission on the beach",
"trainset_idx": 560233
},
{
"caption": "shirt seamless pattern, lines, colorful",
"trainset_idx": 401575
},
{
"caption": "night Photorealistic",
"trainset_idx": 165542
},
{
"caption": "a woman sitting at a table with a hat on her head, a photorealistic painting, inspired by Hans Holbein the Elder, renaissance, holding a rose, georgian dress amazing fabric, photography alexey gurylev, portrait of a girl, floral lacework, francisco de zurbaran, dressed in a medieval lacy, maid",
"trainset_idx": 355442
},
{
"caption": "fantastic realism, the creature sells a used car, defender vs carnivore dinosaur, banner, 2002, trex, fan favorite",
"trainset_idx": 24897
},
{
"caption": "a creepy clay dolphin in a dark ocean",
"trainset_idx": 609
},
{
"caption": "Arcane Vi and Caitlyn forever together",
"trainset_idx": 421544
},
{
"caption": "Anime styled image with a girl with big wearing a shirt with a text saying \"OPPAI\"",
"trainset_idx": 365098
},
{
"caption": "A muscle pig hero",
"trainset_idx": 28436
},
{
"caption": "giant cat floating over the earth with lasers in his eyes",
"trainset_idx": 474272
},
{
"caption": "hustler, entertainment woman, hooker, bar, hanghover, surprises, steampunk experience, oil painting, film grain, xyz, doose-s-realistic-art-style, movie still frame, promotional image, imax 35 mm footage, inverse cinematic light, perfect composition, by Christopher Nolan, by david fincher",
"trainset_idx": 377628
},
{
"caption": "a car concept made by the combination of the 2021 bmw m3 and a 2007 lamborghini reventon, futuristic, big grilles, m sport, aggressive, drift machine, widebody kit, angular",
"trainset_idx": 352488
},
{
"caption": "2d game style girl in blue dress",
"trainset_idx": 512929
},
{
"caption": "Scandinavian man with short hair",
"trainset_idx": 415566
},
{
"caption": "Extreme close up of an eye that is the mirror of the nostalgic moments, nostalgia expression, sad emotion, tears, made with imagination, detailed, photography, 8k, printed on Moab Entrada Bright White Rag 300gsm, Leica M6 TTL, Leica 75mm 2.0 Summicron-M ASPH, Cinestill 800T",
"trainset_idx": 536355
},
{
"caption": "Little Prince on an urban planet",
"trainset_idx": 145636
},
{
"caption": "The twisted cubic, overgrown with vines, by MC Escher background theme garden, plants, flowers, by Fragonard ultra realistic, finely detailed, sunlight, shadows, occlusion, golden volumetric lighting, Houdini 128K UHD",
"trainset_idx": 32807
},
{
"caption": "Photorealistic",
"trainset_idx": 317202
},
{
"caption": "a professional cinematic paparazzi side photograph of a dripped out pope francis in wearing an icy crucifix and a luxurious canada goose style swagy white silver long puffer jacket, rapper, cinematic lighting, epic, amazing, sharp, 8k, photorealistic",
"trainset_idx": 357315
},
{
"caption": "Triceratops selfee",
"trainset_idx": 389741
},
{
"caption": "Anime girl firing anti aircraft M2 browning machine gun mounted to an armored vehicle",
"trainset_idx": 542091
},
{
"caption": "A purple unicorn in front of the rainbow",
"trainset_idx": 563162
},
{
"caption": "a library, full of books, multiple staircase, scifi, futeristic",
"trainset_idx": 284892
},
{
"caption": "fluffy hairy frog",
"trainset_idx": 520111
},
{
"caption": "epic portrait painting of woman dressed in geisha clothes and hairstyle, clear eyes, ultra realistic, concept art, intricate details, highly detailed, photorealistic, cinematic light, octane render, 8 k, unreal engine, cherry blossom background",
"trainset_idx": 240204
},
{
"caption": "highly detailed fantasy art of a hairy muscular green-skinned male orc with huge pecs at the beach, bald, body hair, hirsute, smug expression, artstation hq, ultrarealistic + Cinema 4D + Render, hyperdetailed 3d matte painting, hyperrealism, hyperrealistic, 8k ultrahd octane render",
"trainset_idx": 80186
},
{
"caption": "Majestic Ancient Temple, Moody, Fantasy Landscape, Volumetric Lighting, Digital painting, Marc Allante, Studio Ghibli, dramatic, Intricate detail, Beksinski, Andreas Rocha, Dan Luvisi",
"trainset_idx": 411655
},
{
"caption": "a girl cosplaying anime character",
"trainset_idx": 440634
},
{
"caption": "A sign that says PICK A PIC",
"trainset_idx": 549767
},
{
"caption": "Square grass block",
"trainset_idx": 386331
},
{
"caption": "A very detailed 3d painting of modern London scenery from the parliament hill, in the style of David Roberts' The siege and destruction of Jerusalem",
"trainset_idx": 473107
},
{
"caption": "oil painting portrait sargent sunset",
"trainset_idx": 382602
},
{
"caption": "an owl painting",
"trainset_idx": 440975
},
{
"caption": "cyberpunk giant kinky muscle young Slaughter inquisitor excruciate tormented pregnant girl at torture chamber. guro art by Vincent Van Gogh",
"trainset_idx": 571630
},
{
"caption": "Barn owl antihero, manga style",
"trainset_idx": 224604
},
{
"caption": "a very happy system administrator doing thumbs up to the camera in front of burning servers, servers in flames in the background",
"trainset_idx": 99854
},
{
"caption": "\"niaka\" text",
"trainset_idx": 502965
},
{
"caption": "Pill with the superman logo on it",
"trainset_idx": 126744
},
{
"caption": "close up of human lips wearing blue lipstick",
"trainset_idx": 212096
},
{
"caption": "a close-up portrait photo of Albert Einstein, photorealistic, highly detailed skin,",
"trainset_idx": 125851
},
{
"caption": "POV looking up at a cute twink looking down at you with a smirk, award winning photography",
"trainset_idx": 523949
},
{
"caption": "realistic fox fursuit at a convention, furr, fursuit, furry fandom, anthrocon, mff",
"trainset_idx": 463251
},
{
"caption": "Photorealistic image of Pope Francis in a party , rave party , photorealistic style",
"trainset_idx": 542851
},
{
"caption": "a stone building sitting on top of a lush green field, a statue, by John Atherton, neoclassicism, neoclassicism, neo classical architecture, detailed classical architecture, neoclassical architecture, water temple, hull, tombs,",
"trainset_idx": 63114
},
{
"caption": "Creepy oil painting of mysterious horribilis",
"trainset_idx": 46742
},
{
"caption": "A t-shirt design for America",
"trainset_idx": 191484
},
{
"caption": "girl looking at the sky",
"trainset_idx": 238946
},
{
"caption": "a surreal and thought-provoking work of art that invites the viewer to contemplate the nature of artificial intelligence and its potential for creativity and imagination inspired by Max Ernst",
"trainset_idx": 185949
},
{
"caption": "jordan peterson riding a cow",
"trainset_idx": 485636
},
{
"caption": "ice burning with a blue flame",
"trainset_idx": 144674
},
{
"caption": "zentai woman",
"trainset_idx": 273745
},
{
"caption": "minecraft big desert temple, game screenshot, screenshot",
"trainset_idx": 54556
},
{
"caption": "portrait of young skinhead and hot young pregnant wife at bedroom. highly detailed realistic photo, kodak portra 400, award winning photography, 50 mm. by sally mann and andrei tarkovsky",
"trainset_idx": 405990
},
{
"caption": "Black and white portrait of the grim reaper in a graveyard, dark and scary night, realistic, detailed, horror, spooky, terror",
"trainset_idx": 349402
},
{
"caption": "An image of a man piloting a robot from the neck down, surrealist painting, cyberpunk style, surreal punk, katsuhiro otomo",
"trainset_idx": 314238
},
{
"caption": "little cute baby boy playing at the beach near sea, building a sandcastle, animated, stylized",
"trainset_idx": 1132
},
{
"caption": "ancient map of fantasy world",
"trainset_idx": 559360
},
{
"caption": "Slutty Communist Alien Woman",
"trainset_idx": 266434
},
{
"caption": "a bicycle built for two",
"trainset_idx": 211615
},
{
"caption": "A latex or pvc outfit on a woman",
"trainset_idx": 323991
},
{
"caption": "Cyberpunk retrofuturism.",
"trainset_idx": 542596
},
{
"caption": "young woman 80's big teased hair",
"trainset_idx": 139849
},
{
"caption": "Spotty cute cartoon alien",
"trainset_idx": 567083
},
{
"caption": "epic fantasy character action scene, illustration in the style of Jean Moebius Giraud, Arzach ; Fantasy \u00b7 1975 \u00b7 Heavy Metal, jerry cornelius The Airtight Garage, Blueberry Comic series Jean \"M\u0153bius\" Giraud, horror fantasy distinct elegant gentleman speeds away 4052 Dies",
"trainset_idx": 307887
},
{
"caption": "Eve being persuaded in the garden of eden",
"trainset_idx": 482893
},
{
"caption": "a beautiful character portrait painting of Hugh Laurie as House M.D. as Solid Snake by artist Ian McQue and Russ Mills, video game concept art, Metal Gear Solid, a beautiful and expressive painting, half portrait, illustration, realistic, stylized",
"trainset_idx": 238023
},
{
"caption": "a painting of a white tiger in a forest, a detailed painting by Android Jones, behance contest winner, furry art, behance hd, official art, detailed painting",
"trainset_idx": 154347
},
{
"caption": "Mart Helme",
"trainset_idx": 559676
},
{
"caption": "a person standing on a path in the middle of a field, star in the sky, city of pristine colors, photoreailstic, in the hillside, the morning star, dramatic photograph, juxtapos, frame around picture, utopia",
"trainset_idx": 216729
},
{
"caption": "Skulduggery Pleasant book cover",
"trainset_idx": 190573
},
{
"caption": "An alpaca working on a computer A photograph capturing the warmth and comfort of a cozy fireplace, with the flickering flames creating a sense of calm and relaxation. The focus is on the fire itself, with the intricate patterns and textures of the flames adding visual interest and depth. The use of warm colors and soft light enhances the overall sense of coziness and intimacy",
"trainset_idx": 22331
},
{
"caption": "lego set of the resurrection of jesus christ",
"trainset_idx": 58616
},
{
"caption": "Hairy boob and armpit blonde woman with skirt only",
"trainset_idx": 337525
},
{
"caption": "genshin impact landscape",
"trainset_idx": 156562
},
{
"caption": "Letter 'A' made out of motorcycle parts, in a motorcycle, cinematic, photorealistic, close-up view",
"trainset_idx": 174718
},
{
"caption": "holding breath under water",
"trainset_idx": 250655
},
{
"caption": "Editorial style photo, medium closeup shot, off - center, a young french woman, brunette, sitting, black gucci dress, diamond necklace, Art Deco Dining Room, Marble Table, Velvet, Brass, Mirror, Intricate Tile Work, Jewel Tones, West Elm, Chandelier, Restaurant, Evening, natural lighting, Fujifilm, Luxurious, Historical, 4k",
"trainset_idx": 342080
},
{
"caption": "black cat astronaut, in space, hyperrealistic",
"trainset_idx": 465887
},
{
"caption": "Abraham Lincoln as a cowboy",
"trainset_idx": 441012
},
{
"caption": "at the edge of the world",
"trainset_idx": 102235
},
{
"caption": "a cute cat",
"trainset_idx": 570548
},
{
"caption": "zombies eating pizza",
"trainset_idx": 159502
},
{
"caption": "realistic photograph of a stuffed tiger wearing a black jacket with the symbol of yin-yang",
"trainset_idx": 360508
},
{
"caption": "Giant ice cream cone melting and creating a river through a city",
"trainset_idx": 431949
},
{
"caption": "An alpaca working on a computer",
"trainset_idx": 539162
},
{
"caption": "Portrait Of 8 Years Old, Handsome Hindu God Krishna With Turban, Detailed Texture, Pretty, Elegant, Realistic 3D Render, Detailed Digital Painting, Artstation, Concept Art, 4k Resolution, Professional Color Grading, Soft Shadows, No Contrast, Art By Alphonse Mucha, Art Nouvau",
"trainset_idx": 378163
},
{
"caption": "iridescent, scales,tunnel flowers, blues, textured, intricate,highlights prisms, ornate, shadowed, pale muted colors, 3D, highly detailed, deco style, by Tim Burton, by Dale Chihuly, by Hsiao-Ron Cheng, by Cyril Rolando, by h. r. giger,bright center,lens flare,fireflies",
"trainset_idx": 93201
},
{
"caption": "a sign that says \"BLOCKED\"",
"trainset_idx": 28355
},
{
"caption": "film still from romantic 90s sitcom",
"trainset_idx": 454524
},
{
"caption": "A blue eyed blonde male fat old hairy daddy at a pool gay",
"trainset_idx": 359565
},
{
"caption": "Xen crypto ice",
"trainset_idx": 420218
},
{
"caption": "beautiful building portrait",
"trainset_idx": 373994
},
{
"caption": "Glamorous dressing room with large mirror",
"trainset_idx": 522385
},
{
"caption": "toy marbles shooting at pearls under a waterfall",
"trainset_idx": 427788
},
{
"caption": ", fantasy, absurdism, pastel, photo, refined, Deconstructed",
"trainset_idx": 437741
},
{
"caption": "Marilyn Monroe wearing a shirt that reads Six",
"trainset_idx": 531882
},
{
"caption": "saltire",
"trainset_idx": 78026
},
{
"caption": "Girl expose skin",
"trainset_idx": 189334
},
{
"caption": "An armadillo skateboarding on a skate park",
"trainset_idx": 279002
},
{
"caption": "hyperrealistic photo of a woman in a superhero outfit with pale skin and long dark hair, freckles, tall, strong",
"trainset_idx": 428191
},
{
"caption": "juice wrld",
"trainset_idx": 165090
},
{
"caption": "Ultra-detailed eldritch entity tiger, partially concealed in dense mist, haunting charcoal image, myriad writhing tendrils, some thick and muscular, others thin and sinuous, strange fluid grace, eerie glowing cold eyes, shadowy silhouette, unsettling atmosphere, intricate textures, otherworldly presence",
"trainset_idx": 232596
},
{
"caption": "A photo of cool sigma person using sunglasses, standing on a street and holding a sign called \"Get Ready\"",
"trainset_idx": 201003
},
{
"caption": "expressionist painting of jake gyllenhaal by egon schiele",
"trainset_idx": 202620
},
{
"caption": "hyperrealistic polaroid photograph, extremely detailed pale young woman whole body covered in fungus, fungi, slime mold, mushrooms growing out of her eyes, slime mold covering body, slime mold covering legs, skinny, mushrooms, mushrooms on face, mushrooms on cheekbones, zoomed out ,",
"trainset_idx": 566361
},
{
"caption": "A sign that says \"The kindgom has fallen\". Fantasy, digital painting, HD, detailed.",
"trainset_idx": 564650
},
{
"caption": "highly detailed, epic composition of a Warframe character in a full shot, with a 3D, digital art style, using matte painting techniques, 8k UHD resolution and rendered in Unreal Engine 5, award-winning and trending on ArtStation and Behance",
"trainset_idx": 14956
},
{
"caption": "A beautiful and lovely female elf, stormy scene, movie lightning, portrait",
"trainset_idx": 161709
},
{
"caption": "cute russian teen with pigtails in a state of undress, insanely detailed, photorealistic, 8k, perfect composition, volumetric lighting, natural complexion, award winning professional photography, taken with canon eos 5d mark iv, 85mm, mindblowing, masterpiece,",
"trainset_idx": 121516
},
{
"caption": "A highway that goes over a lake and is surrounded by trees",
"trainset_idx": 539403
},
{
"caption": "young woman 90's big teased hair",
"trainset_idx": 434710
},
{
"caption": "Sakura Miyawaki",
"trainset_idx": 574587
},
{
"caption": "Sansa stark cleaning the mirror of a dirty public underground toilet",
"trainset_idx": 414684
},
{
"caption": "lungs made of smoke",
"trainset_idx": 336374
},
{
"caption": "Astronaut in a massive colorful space",
"trainset_idx": 51938
},
{
"caption": "a bard losing a fistfight against a robot",
"trainset_idx": 357293
},
{
"caption": "A cat holding a sign that says \"Yael es mujer\"",
"trainset_idx": 50230
},
{
"caption": "Head of a horse, lineart",
"trainset_idx": 145195
},
{
"caption": "A steampunk octopus in a futuristic cityscape!",
"trainset_idx": 179894
},
{
"caption": "Alien with big eyes smoking a big joint.",
"trainset_idx": 358431
},
{
"caption": "Magical night scene! This pixel art features towering buildings with glowing windows, set against a dark night sky filled with stars and a large yellow moon. The pixelated clouds add to the dreamy atmosphere. #pixelart #nightscene #buildings #stars #moon #clouds #dreamy #magical",
"trainset_idx": 555988
},
{
"caption": "A San Francisco city street",
"trainset_idx": 270585
},
{
"caption": "A fortnite map inspired by Star Wars",
"trainset_idx": 63497
},
{
"caption": "HBO Movie poster",
"trainset_idx": 266934
},
{
"caption": "image of an opal whale tail pendant",
"trainset_idx": 47591
},
{
"caption": "Chocolate box with dark and white chocolate pubic vulva patterns in shape of vulva, glitters",
"trainset_idx": 11264
},
{
"caption": "Handsome muscular man",
"trainset_idx": 18503
},
{
"caption": "a photo of MotoGP player using a shirt with text that called \"KSABAR\"",
"trainset_idx": 492057
},
{
"caption": "a cat driving a car",
"trainset_idx": 405014
},
{
"caption": "swirling water tornados over the abyss epic fantasy",
"trainset_idx": 439033
},
{
"caption": "Thomas the Tank Engine RWS illustration",
"trainset_idx": 157683
},
{
"caption": "Mystical forest with glowing mushrooms and a babbling brook",
"trainset_idx": 261897
},
{
"caption": "Kissa Sins, Tekken, Textless, sfw, brunette",
"trainset_idx": 553977
},
{
"caption": "teddybear crew inside spaceship, , inside is a model of a mgb, sci fi,star trek",
"trainset_idx": 282614
},
{
"caption": "western, realistic, photorealistic, ,",
"trainset_idx": 431557
},
{
"caption": "hand painted digital art scene of a misty castle in the distance across a large field with a winding dirt road",
"trainset_idx": 37348
},
{
"caption": "Company logo",
"trainset_idx": 61008
},
{
"caption": "intricate fine tipped pen drawing of a, attractive queen of the moon Athena and a starry night, inktober, Fine Line Tattoo, manga line art, monochrome, dotwork, by dan hilliard, by Stanislaw Wilczynski, by alphonse mucha, by aaron horkey",
"trainset_idx": 112765
},
{
"caption": "gloomy atmosphere, evil antropomorphic tabaxi warlock wearing a cloak, necromancer, intricate detail, horror movie, by alicexz and monet and the game dixit, patreon, gravity, dark solar system, dark universe space and time, fractal, background by nasa, evil, mean",
"trainset_idx": 140435
},
{
"caption": "peru is the winner of the world cup",
"trainset_idx": 459060
},
{
"caption": "A cat wearing sunglasses. Stylezed. Cartoon.",
"trainset_idx": 185868
},
{
"caption": "A panda bear as a mad scientist",
"trainset_idx": 485553
},
{
"caption": "An Easter bunny riding a unicorn",
"trainset_idx": 343119
},
{
"caption": "Acrylic painting of a mountain landscape, with a stormy sky and a cabin nestled in the forest, high contrast, bold brushstrokes, high-resolution",
"trainset_idx": 344676
},
{
"caption": "fire woman outfit",
"trainset_idx": 84806
},
{
"caption": "Morris Mini-Minor car driving through volcanic molten lava magma, studio lighting, volumetric light,flames steam",
"trainset_idx": 448291
},
{
"caption": "\"Nijo's\" Mexican restaurant logo",
"trainset_idx": 194583
},
{
"caption": "blonde girl upskirt",
"trainset_idx": 192348
},
{
"caption": "A gray cat looking at a cave, digital art, oil painting",
"trainset_idx": 577771
},
{
"caption": "pink soldiers",
"trainset_idx": 401805
},
{
"caption": "shibari, art by Rudy Giger",
"trainset_idx": 86652
},
{
"caption": "A cinematic portrait of a medieval knight wearing full BLUE, BLACK, and Gold coloured steel plate armor that is shiny and reflective form a fantasy game and posing with a long sword",
"trainset_idx": 563310
},
{
"caption": "a treetop village",
"trainset_idx": 231859
},
{
"caption": "portrait of nicolas cage, cloudy sky background lush landscape illustration concept art anime key visual trending pixiv fanbox by wlop and greg rutkowski and makoto shinkai and studio ghibli",
"trainset_idx": 200560
},
{
"caption": "a surreal collage of different animals and objects, abstract style",
"trainset_idx": 522308
},
{
"caption": "a cute pretty Korean university student boy, brown hair, elegant, hyperrealistic, vibrant, big eyes, smiling, white shirt, light tone skin",
"trainset_idx": 469906
},
{
"caption": "insanely detailed portrait,female model, insane face details,dof, dslr extremely intricate, high res, 8k, award winning photography",
"trainset_idx": 298255
},
{
"caption": "a close shot of a cute young white woman's face",
"trainset_idx": 583580
},
{
"caption": "highly detailed marble and jade sculpture of an angel of mercy, volumetric fog, Hyperrealism, breathtaking, ultra realistic, unreal engine, ultra detailed, cyber background, Hyperrealism, cinematic lighting, highly detailed, breathtaking , photography, stunning environment, wide-angle",
"trainset_idx": 388557
},
{
"caption": "A sunset in the mountain, artstation award winner, extremely detailed",
"trainset_idx": 257733
},
{
"caption": "vivid schoolgirles in a sofa with \"no underware\" with a childish faces and childish bodies touching each other, with dark background",
"trainset_idx": 231758
},
{
"caption": "Minimalism in Joshua Middleton, Wenjun Lin, Sparth style Medium Shot of Vargr with Potion of Nature, Rainforest Canopy, Misty, Holographic, trending on deviantart, Black and White",
"trainset_idx": 456413
},
{
"caption": "stunningly beautiful female pokemon cosplay, insanely detailed, photorealistic, masterpiece, volumetric lighting, 8k, taken with canon eos 5d mark iv, midjourney v4 style, ,",
"trainset_idx": 144593
},
{
"caption": "Pikachu in real life",
"trainset_idx": 67719
},
{
"caption": "H. R. Giger's painting depicting a beautiful femal vampire, rusted iron texture",
"trainset_idx": 407010
},
{
"caption": "nerd man with futuristic steampunk technology on his head evil laugh in brown room",
"trainset_idx": 109219
},
{
"caption": "The ghost of Cleopatra arguing with a dictator",
"trainset_idx": 350062
},
{
"caption": "Hand of god",
"trainset_idx": 112735
},
{
"caption": "Baroque style, figured stucco, silver on black background, high resolution , 8k detail",
"trainset_idx": 320747
},
{
"caption": "Epic cinematic poster for an adult movie starring Ron jeremy and several beautiful women, insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon, taken with nikon",
"trainset_idx": 356654
},
{
"caption": "Cyberpunk Batman and catwoman stood next to the futuristic batmobile, fantasy, sharp focus, digital photo, hyper realistic, 8k, unreal engine, highly detailed, hd 4k, dramatic lighting, trending on artstation",
"trainset_idx": 223161
},
{
"caption": "hyperrealistic photograph, extremely detailed pale young woman whole body covered in fungus, fungi, pores, chapped lips, mushrooms growing out of her eyes, skinny, mushrooms, mushrooms on face, mushrooms on cheekbones, zoomed out ,",
"trainset_idx": 164225
},
{
"caption": "terminator t-800 skeleton",
"trainset_idx": 88686
},
{
"caption": "Woman with short red hair on the little car",
"trainset_idx": 99107
},
{
"caption": "a manga beautiful girl with a medieval armor, trending on deviant art, high res, gray scales, kentaro miura style, full body.",
"trainset_idx": 549971
},
{
"caption": "High-definition image of a penguin among marijuana plants",
"trainset_idx": 28592
},
{
"caption": "a cat eating a lemon",
"trainset_idx": 268060
},
{
"caption": "a miner",
"trainset_idx": 274555
},
{
"caption": "A photo of an apple",
"trainset_idx": 470609
},
{
"caption": "Johnn Lennon listening music with a headphones, new discman",
"trainset_idx": 76545
},
{
"caption": "Asa Akira",
"trainset_idx": 502781
},
{
"caption": "blonde little preteen body wearing pants latex",
"trainset_idx": 327462
},
{
"caption": "Gallarus Oratory",
"trainset_idx": 96400
},
{
"caption": "Glorious sunrise over a tropical bay, blue sky, dark storm clouds with lightning off in the distance",
"trainset_idx": 511920
},
{
"caption": "cyberpunk",
"trainset_idx": 347988
},
{
"caption": "Traditional library with floor-to-ceiling bookcases",
"trainset_idx": 44409
},
{
"caption": "Lamp in the shape of a laptop, mixed new object, the era of nanotechnology",
"trainset_idx": 426024
},
{
"caption": "nigiri-sushi",
"trainset_idx": 429830
},
{
"caption": "An evil villain holding a mini Earth",
"trainset_idx": 137841
},
{
"caption": "painting depicting all four season in one paintng, concept art, artstation, detailed, impressionism, oil on canvas, knife painting, messy,",
"trainset_idx": 315384
},
{
"caption": "A mixture of a ferrari and a Lamborghini",
"trainset_idx": 502963
},
{
"caption": "Slutty Soviet Alien",
"trainset_idx": 81529
},
{
"caption": "Light tank in desert",
"trainset_idx": 270748
},
{
"caption": "gustav royo ingle mother seated recalling hardworking famine, Christian Krohg,melancholia",
"trainset_idx": 182136
},
{
"caption": "A photograph of the Steel Anime race car",
"trainset_idx": 252370
},
{
"caption": "milky way on a clear night, with a forest as backdrop",
"trainset_idx": 92202
},
{
"caption": "a skeleton soldier holding a battle axe",
"trainset_idx": 265673
},
{
"caption": "house real photography fujifilm xt4 80mm f 1.5",
"trainset_idx": 48281
},
{
"caption": "a monkey dancing",
"trainset_idx": 368827
},
{
"caption": "a fiddle player",
"trainset_idx": 268121
},
{
"caption": "cute Asian little girl jumping",
"trainset_idx": 546803
},
{
"caption": "A vibrant digital illustration of an anime girl, with big, expressive eyes and flowing hair, sitting in a peaceful, natural environment with cherry blossom trees in the background, using a pastel color palette and inspired by the artist Hayao Miyazaki",
"trainset_idx": 103942
},
{
"caption": "A roadsign with text saying \"What did you do in school today?\"",
"trainset_idx": 532132
},
{
"caption": "amily covered in sheets, memoriam beach rudolf felix edwin gres warmssnhq ,Jules Bastien-Lepage",
"trainset_idx": 293554
},
{
"caption": "frontal portrait of David Bowie by Boris Vallejo",
"trainset_idx": 198756
},
{
"caption": "tree of life, sun pillars, light leaks, ultra realistic, digital art, trending on artstation, overgrown, cinematic",
"trainset_idx": 531513
},
{
"caption": "a satanic angel",
"trainset_idx": 84915
},
{
"caption": "demon music industry executive, an evil demonic man in a suit at a big desk",
"trainset_idx": 315820
},
{
"caption": "wideangle panorama photo a triceratops chasmosaurine next to a landrover defender in a muddy road in the jungle,obstacle course, explosions smoke debris fire, by Anthony S Waters, fisheye lens, some rust,real-life brook, front side views full, camp, but very good looking, very wet, 2021 ,",
"trainset_idx": 352974
},
{
"caption": "realistic, a beautiful character portrait of The Hulk wearing viking armor by artist Frank Frazetta, heroic pose, 4k high resolution, intricate details, comic book illustration, a beautiful expressive painting with amazing style",
"trainset_idx": 133673
},
{
"caption": "a painting of a wolf with a stained glass window, a character portrait, by Lorraine Fox, deviantart contest winner, art nouveau, kneeling in prayer, an angel standing still, from 2001, albino, no watermark signature, an anthro fox, valkyrie, holding golden chains, sky blue highlights in hair",
"trainset_idx": 98568
},
{
"caption": "Visual Novel in Boris Vallejo style Close-Up Shot of Frost Giant with Blowgun, Astral Nexus, intricate and detailed",
"trainset_idx": 564280
},
{
"caption": "Cow wearing gaming headset",
"trainset_idx": 283041
},
{
"caption": "Jennifer Connelly as a naturist at a natural hotsprings",
"trainset_idx": 144108
},
{
"caption": "A oil painting portrait of young Muscle taxidermist boy butchering giant TESTICLES organ on the dissectingTable. bloody background. highly detailed guro art by Ilya Repin",
"trainset_idx": 61614
},
{
"caption": "Sturdy and pink pickup truck",
"trainset_idx": 411689
},
{
"caption": "grace Kelly as an angel, as painted by Degas",
"trainset_idx": 229247
},
{
"caption": "A robot in times square holding a plaque that reads \"dreamstudio\"",
"trainset_idx": 470223
},
{
"caption": "designer siting behind his computer",
"trainset_idx": 553186
},
{
"caption": "A cyberpunk golden retriever is coding",
"trainset_idx": 134319
},
{
"caption": "flowers in an arrangement following a river, sunlit, golden hour, sunshine rays",
"trainset_idx": 353522
},
{
"caption": "photo of a cat made of snake scales",
"trainset_idx": 441791
},
{
"caption": "conceptual designer chocolate bar packaging, inspired by kerala village, midsommar, label design, behance, pinterest, packaging of the world, award, front label, packaging design, octane render",
"trainset_idx": 483824
},
{
"caption": "spongebob characters in world war two",
"trainset_idx": 37876
},
{
"caption": "frosty seeing hands by Hans Bellmer, H.R.Giger, background snowflakes, frosty eyes inside large industrial freezer by Roger Penrose, M.C. Escher 128K UHD",
"trainset_idx": 165895
},
{
"caption": "a puppy and a kitten in a teacup together",
"trainset_idx": 303652
},
{
"caption": "DVD screengrab of the street scene from the movie about ancient rome",
"trainset_idx": 418314
},
{
"caption": "a zombie in a top hat, intricate details, photo detailed fabric",
"trainset_idx": 87992
},
{
"caption": "Jesus playing lego with children, lego bricks forming holy cross and church",
"trainset_idx": 255026
},
{
"caption": "photo in ancient rome,centurions roman army,wideangle ,fall of the roman empire,ben-hur epic film",
"trainset_idx": 491340
},
{
"caption": "sports team logo of an animal in front of a simple diamond shape, minimalistic lineart vector black and white monochromatic,",
"trainset_idx": 349754
},
{
"caption": "The word \"Creep\" with a Slimy humanoid monster covered with a Hundred eyeballs small funny uncanny bald creepy gooey",
"trainset_idx": 563087
},
{
"caption": "a close up of a frog wearing a military uniform, beeple and tim hildebrandt, 8 k cartoon illustration, by Goro Fujita, realistic cartoon, mascot illustration, freedom fighter, unreal engine', vietnam war soldier, ultra realistic picture, incredible screensho",
"trainset_idx": 27769
},
{
"caption": "Nigerian young Ellen DeGeneres",
"trainset_idx": 572897
},
{
"caption": "Architecture, Zaha Hadid, Modernism, Curves, Sunlight, Greenery, Aerial View, Realism",
"trainset_idx": 491714
},
{
"caption": "A korean woman in street running, highly detai",
"trainset_idx": 541053
},
{
"caption": "woman in black coat sitting in snowy landscape, aph gustav wyeleighton snowy loneliness hone pland, Jules bastien Lepage",
"trainset_idx": 120745
},
{
"caption": "Close up, Jaws, horror film, an ancient megalodon under water, cinematic, cool color grading real512",
"trainset_idx": 166774
},
{
"caption": "Superman with glasses writing code on laptop on the moon and hear music in headphone",
"trainset_idx": 9260
},
{
"caption": "einstein looking at the milky way",
"trainset_idx": 468344
},
{
"caption": "gingerbread candy village, cinematic scene, studio lighting, colorful, fantasy, fairytale, intricate, forest, fireflies, flowers, halloween, christmas, hansel and gretel, background blur, bokeh, medium shot, visually stunning, matte painting, concept art, trending on artstation, artgerm, cgsociety",
"trainset_idx": 472370
},
{
"caption": "Richer face, round face, more natural action, smile,with round glasses, Disney Princess, lovely cartoon girl, glowing stars and white roses around her, 3D, light background, C4D, IP character, Blender, bright color, 8K, HD",
"trainset_idx": 476065
},
{
"caption": "A Eurasier dog sitting next to a Buddhist monk seated in meditation.",
"trainset_idx": 152208
},
{
"caption": "Vector eSports logo of a brain made of a beehive",
"trainset_idx": 38357
},
{
"caption": "selfie photo of cute blonde woman with man",
"trainset_idx": 404370
},
{
"caption": "Centered , smooth, sharp-focus , Dora The Explorer as a, Mortal Kombat Character , max gorgeous art , by Charlie Bowater & Artgerm , Comic & Cartoon style , standing, broken hilltop , trending ArtstationHQ",
"trainset_idx": 271004
},
{
"caption": "A pixel art of girl fighters in medieval era, beautiful detailed, high resoluci\u00f3n, blasphemous style, trending on artstation and deviantart.",
"trainset_idx": 537231
},
{
"caption": "lego set of jesus christ in the cross",
"trainset_idx": 56020
},
{
"caption": "minimalism design, 3d icon, emoji man, Rick Sanchez, color",
"trainset_idx": 10194
},
{
"caption": "polaroid, very large lovecraftian blob, apparition, fog, long tentacles, imposing lovecraftian creature in a colossal massive dark factory, hundreds of bleeding corpses on the ground, old brutalist big factory, enormous dark abandoned factory, industrial complex, industry",
"trainset_idx": 556353
},
{
"caption": "sam hyde",
"trainset_idx": 245056
},
{
"caption": "Asian Mexican boy with short hair playing on gaming computer wearing headphones",
"trainset_idx": 454488
},
{
"caption": "A digital painting of a warrior princess, dressed in armor and wielding a glowing sword. The warrior is depicted in a dramatic pose, with swirling energy and sparks emanating from her sword. The image is inspired by the art style of Frank Frazetta.",
"trainset_idx": 35347
},
{
"caption": "A highly detailed landscape painting of the Yangshuo karst hills painted by Pieter Bruegel the Elder, masterpiece, absurdres, highres, featured on ArtStation",
"trainset_idx": 410062
},
{
"caption": "The symmetrical badge in the realistic gun game COD13",
"trainset_idx": 243088
},
{
"caption": "raw photo, pale alien girl with big fish eyes and white hair, horror, headshot photo, nikon, dslr, wildlife photography, 8k uhd, highly detailed skin",
"trainset_idx": 224110
},
{
"caption": "1960 colour small batman surf mansion architect drawing, big sur, bat shape,cliffs and waves, nest, batsign, excentric, faded colour, rotring pencil artist impression, comics, spooky, by frank lloyd wright and gaudi and nouvel and pritzker prize",
"trainset_idx": 568512
},
{
"caption": "a digital painting of a Volkswagen van driving down a dusty road in the desert, surreal colors, dreamlike atmosphere, by Simon St\u00e5lenhag, imaginative concept art, 8k, post-apocalyptic vibe, textured brush strokes, trending on artstation, high resolution, otherworldly, fantastical, mysterious, fantasy environment",
"trainset_idx": 225325
},
{
"caption": "photo of little girl ballet dancing",
"trainset_idx": 481989
},
{
"caption": "Katsuhiro \u014ctomo traditional old school American tattoo style french bulldog close portrait photography. Uhd, cinematic, filmic, Post-production, intricate textures, photorealistic, volumetric lighting,",
"trainset_idx": 23277
},
{
"caption": "A photo of alien deep sea creatures, dark, particles, cone of light from the viewer's prespective, photo realistic, 8k",
"trainset_idx": 384499
},
{
"caption": "a tiny dragon taking a bath in a tea cup, digital art, 2d art, anime, tea cup has the words fire on it",
"trainset_idx": 59610
},
{
"caption": "digital art, masterpiece, hyperrealism, Alice in Wonderland standing near large mushrooms with red caps covered in white spots, psychedelic environment",
"trainset_idx": 432626
},
{
"caption": "screenshot from game about aliens and top secret agencies in style of first deus ex game from 1999, x files",
"trainset_idx": 29083
},
{
"caption": "Closeup portrait of a girl, fanfic, standoff, dramatic",
"trainset_idx": 251555
},
{
"caption": "margot robbie in 80s sitcom",
"trainset_idx": 242530
},
{
"caption": "black background, golden twitter bird surrounded by a flat golden shiny ring",
"trainset_idx": 39882
},
{
"caption": "1980s honda sport car concept art oil painting",
"trainset_idx": 434997
},
{
"caption": "a highly detailed photo of the scottish highlands",
"trainset_idx": 440455
},
{
"caption": "cinematic picture of korean alley in Seoul, neon lights, ambient",
"trainset_idx": 308000
},
{
"caption": "A corgi riding a motorbike, action figure, product shot, 8k, Bokeh",
"trainset_idx": 60673
},
{
"caption": "balkenende",
"trainset_idx": 146358
},
{
"caption": "architect\uff0czaha\uff0crealistic",
"trainset_idx": 221454
},
{
"caption": "portrait of guy muscle bald rapist at russian prison. wear raunch underpants, highly detailed face. art by Ilya Repin",
"trainset_idx": 566237
},
{
"caption": "cheshire cat",
"trainset_idx": 342169
},
{
"caption": "dissected pregnant girl at morgue. highly detailed photo",
"trainset_idx": 134081
},
{
"caption": ", fantasy, pastel, absurdist, photo, refined, mystical creatures",
"trainset_idx": 182963
},
{
"caption": "super kawaii illustration of ghost rider, riding a motorbike",
"trainset_idx": 62823
},
{
"caption": "photo an attractive woman gunslinger standing in a scifi-fantasy wilderness",
"trainset_idx": 517368
},
{
"caption": "Surrealism in Wenjun Lin style Close-Up Shot of Imp, Haunted Mansion, masterpiece, trending on artstation",
"trainset_idx": 494414
},
{
"caption": "A cinematic of a cute looking red panda wearing a blue flannel sweater with a white shirt inside, glasses and a chef's hat making sushi on a countertop in a hawaiian style hut with a beautiful sunset and island in the background in the style of animal crossing",
"trainset_idx": 89546
},
{
"caption": "Fantasy futuristic london city/ immense detail/ hyper. P\u00e5realistic, city /cyberpunk, high detail, detailed, 3d, trending on artstation, cinematic",
"trainset_idx": 518772
},
{
"caption": "videogame sprites, top-down isometric 2D indie game style, empty background",
"trainset_idx": 374689
},
{
"caption": "tattoo ideas for a introvert",
"trainset_idx": 105479
},
{
"caption": "Marilyn Monroe",
"trainset_idx": 364686
},
{
"caption": "portrait of a woman wearing leaves all over",
"trainset_idx": 208898
},
{
"caption": "A 1945 WWII propaganda illustration of Kim Kardashian, masterpiece, absurdres, highres, featured on ArtStation",
"trainset_idx": 97465
},
{
"caption": "Man and woman, eating and drinking wine at a busy restaurant, art by Gustave Courbet",
"trainset_idx": 459583
},
{
"caption": "a close up of a person wearing a costume,surrealism, cyberpunk art, by Philippe Druillet,katsuhiro otomo, symmetrical dieselpunk warrior, grand admiral thrawn, a still life of a robot, holy machine, cyborg woman, orbital, king crimson, avatar image, shusei nagaoka, large view",
"trainset_idx": 499719
},
{
"caption": "Solarpunk Rio de Janeiro, overgrown, ground level view, optimistic, golden hour, award winnining photography",
"trainset_idx": 173696
},
{
"caption": "Prompt: an illustration of a snail working out in the gym",
"trainset_idx": 344057
},
{
"caption": "Casal pelado na cama",
"trainset_idx": 304204
},
{
"caption": "anime illustration of link as fairy king oberon from midsummer night's dream",
"trainset_idx": 438913
},
{
"caption": "A profile picture of an anime boy, half robot, anime, not real, detailed, brown hair, cyberpunk, robot",
"trainset_idx": 291032
},
{
"caption": "a press photo of a rainbow frog \ud83d\udc38 fighting the police in a French protestation",
"trainset_idx": 425952
},
{
"caption": "Werewolf photorealistic lupine sapiens",
"trainset_idx": 323862
},
{
"caption": "Stellar Fusion",
"trainset_idx": 275237
},
{
"caption": "Human girl warlock dnd realistic with short brown hair and tentacle magic",
"trainset_idx": 540358
},
{
"caption": "photo of fighter jet made by bmw",
"trainset_idx": 196168
},
{
"caption": "old man running from the grim reaper, by Peter Max and Takashi Murakami, Jeff Soto, dan mumford, Digital Vector illustration, psychedelic op art, Dribbble, Behance, 2d, vibrant",
"trainset_idx": 297608
},
{
"caption": "Cloth off viking princess,white milk falling from lips and face,sits open laps, down view camera,resident evil movie style, humidity torso, look around shoulder,dinamic pose, nice face, jelly leaks on laps,nice arms, nice eyes,highest detailed, masterpease,",
"trainset_idx": 390311
},
{
"caption": "boil boil toil and trouble",
"trainset_idx": 40396
},
{
"caption": "Mix cat and loaf of bread, remix",
"trainset_idx": 377965
},
{
"caption": "a Patterdale terrier riding a aeroplane toy in the cave ,",
"trainset_idx": 403079
},
{
"caption": "in style of Alvaro Castagnet, beautiful details,sunflowers",
"trainset_idx": 432676
},
{
"caption": "A teal and yellow concept car in the shape of a crab",
"trainset_idx": 158160
},
{
"caption": "art by Alfons Mucha and Patrick Woodroffe, stained glass motif, whole body portrait of 20 year-old Jennifer Connelly as a naturist at the Eiffel Tower in Paris, HD 4K, sharp detail, photo-realistic accurate face and features",
"trainset_idx": 38415
},
{
"caption": "a photograph of a blue purple ChromaFlair MG ZT 190 car that is in the jungle river,rover 75 ,4k wideangle photo",
"trainset_idx": 115698
},
{
"caption": "A baby connected to a neural network",
"trainset_idx": 159407
},
{
"caption": "a perfect little girl in a fashion show",
"trainset_idx": 285168
},
{
"caption": "shakira bdsm",
"trainset_idx": 392961
},
{
"caption": "Walter White in the style of Avatar the Last Airbender",
"trainset_idx": 525778
},
{
"caption": "Light doesn't interact with human skin accurately",
"trainset_idx": 273928
},
{
"caption": "Supergirl with big muscles and abs posing",
"trainset_idx": 353736
},
{
"caption": "movie still of peppa pig in gears of war, style Artstation, octane render, unreal engine 6, epic game Graphics, Fantasy,cyberpunk, conceptual art, Ray tracing",
"trainset_idx": 261427
},
{
"caption": "Maryam Nawaz, Grand Theft Auto",
"trainset_idx": 543279
},
{
"caption": "Picture a sprawling landfill overflowing with mounds of garbage, emitting a foul odor and attracting scavenging birds and vermin. This is the unfortunate reality of our unsustainable consumption and disposal habits",
"trainset_idx": 449993
},
{
"caption": "androide 18 apareandose con un viejo",
"trainset_idx": 504550
},
{
"caption": "sparkly magical medieval fantasy landscape from Final Fantasy 14, highly detailed, lush forests, huge mountain ranges, grand seas, wide plains, cumulonimbus clouds horizon, ultra high max settings quality HD in-game render, HDR XDR contrast, 4k texture meshes",
"trainset_idx": 367201
},
{
"caption": "the asteroid that killed all the dinosaurs",
"trainset_idx": 450689
},
{
"caption": "Realistic Black and white cute portrait of actress Jenna Ortega bangs hairstyle , jacket , blemishes on skin , smooth face , dynamic light , dynamic shadows , street background, image taken by",
"trainset_idx": 578420
},
{
"caption": "Bosque de nieve encantado",
"trainset_idx": 224816
},
{
"caption": "bouquet of spring flowers, glass blown sculpture",
"trainset_idx": 413268
},
{
"caption": "A silhouette of a dog looking at the stars",
"trainset_idx": 258664
},
{
"caption": "a cute brunette girl wearing pink headphones, wearing a color blocking hoodie, kawaii, whimsical, happy, big anime Pixar eyes, Nicoletta Ceccoli, Tim Burton, Lisa Frank",
"trainset_idx": 516722
},
{
"caption": "medium shot photo of a fantasy female bloody rotting zombie blade master, located in a dungeon, made by Stanley Artgerm Lau, WLOP, Rossdraws, ArtStation, CGSociety, concept art, cgsociety, octane render, trending on artstation, artstationHD, artstationHQ, unreal engine, 4k, 8k",
"trainset_idx": 245030
},
{
"caption": "Alice in a giant mashrooms world",
"trainset_idx": 129319
},
{
"caption": "waterfall crashing down into the bottomless canyon epic fantasy",
"trainset_idx": 454966
},
{
"caption": "Cinematographic 1970s Chirac adidas-3stripes-tracksuit french photoportrait adidas carshow spaceship anglican-tiara-mitre Archbishop Jacques Chirac RPR vatican space program moebius capsule launchpad thunderbirds-vuitton Astronaut papal official leica hasselblad photograph in Vatican royal helmet metal scaphandre launchpad pointy oxygen hazmat gloves helmet",
"trainset_idx": 377309
},
{
"caption": "Detailed, realistic, beautiful woman with flowing brown hair, model sheet turnaround, flexing her muscles, full color, front view, back view, hyperreal, white background",
"trainset_idx": 208138
},
{
"caption": "abstract impressionism, muslim bird woman with long flowing dress flying through sky, storm, aqua and blue and gold colors, , hijab, impasto, wispy clouds, Tyler Shields, Steven Outram, Eric Zener, Odd Nerdrum, Noah Bradley, Richard MacDonald, Anne Bachelier, Leonora Carrington, ink wash",
"trainset_idx": 45137
},
{
"caption": "weird ai generation of an uncanny person face",
"trainset_idx": 307309
},
{
"caption": "a digital art of a waifu.",
"trainset_idx": 113176
},
{
"caption": "An image of a beautiful woman",
"trainset_idx": 490439
},
{
"caption": "Beautiful Witch wearing witch hat and dress,flying with a huge full moon with stars in the background",
"trainset_idx": 348789
},
{
"caption": "Beautiful female viking warrior holding an axe",
"trainset_idx": 368021
},
{
"caption": "Cyberpunk android running through streets of ancient Aztec city",
"trainset_idx": 78540
},
{
"caption": "A battle between two heroes, illustration",
"trainset_idx": 42954
},
{
"caption": "A cat riding a motorcycle through a jungle",
"trainset_idx": 539508
},
{
"caption": "young Muscle guy eat TESTICLEs flesh. plural testes, male reproductive gland. highly detailed guro art by Ilya Repin",
"trainset_idx": 162942
},
{
"caption": "supremely handsome, glamour photo, 13 years old Hindu God Krishna with colorful turban, extremely detailed CG unity 8k wallpaper, most beautiful artwork in the world, professional majestic impressionism oil painting. trending on AnStation, trending on CGSociety, Intricate, Highly Detailed, dramatic",
"trainset_idx": 501381
},
{
"caption": "F22 raptor",
"trainset_idx": 123934
},
{
"caption": "a stack of frogs, photorealistic",
"trainset_idx": 458063
},
{
"caption": "immodest goth Asian African White mixed girl with snake around neck",
"trainset_idx": 481132
},
{
"caption": "human mutating into a monster",
"trainset_idx": 28774
},
{
"caption": "a path of polished bricks, leading into the air, dusk",
"trainset_idx": 441328
},
{
"caption": "surreal painting",
"trainset_idx": 132572
},
{
"caption": "An ant in the shape of a letter a, insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon eos,",
"trainset_idx": 19067
},
{
"caption": "Movie Poster from 2023, \"little gymnastic man\",modern design, frieze",
"trainset_idx": 523488
},
{
"caption": "a close up of a zappa with long hair and a beard, inspired by V\u00e1clav Bro\u017e\u00edk, billy corgan, headshot profile picture, profile photo, profile picture",
"trainset_idx": 538716
},
{
"caption": "waving, dark skin, handsome man, young, rejection, deny, white suit, one hand pushing at the camera, angry, mad, serious",
"trainset_idx": 210747
},
{
"caption": "Exchanging crate of plants, fruits and vegetables in a garden",
"trainset_idx": 412442
},
{
"caption": "a cat with wings on his back",
"trainset_idx": 289194
},
{
"caption": "A woman wearing a multicolored paneled zentai body with zentai hood sits on a plain beach towel",
"trainset_idx": 16515
},
{
"caption": "A cat on playing chess, digital art, oil painting",
"trainset_idx": 394159
},
{
"caption": "Art in retro comic style, highly detailed Harry Potter, quadrinhos cape, symmetrical, vibrant",
"trainset_idx": 566916
},
{
"caption": "A championship boxing match",
"trainset_idx": 519753
},
{
"caption": "minecraft desert village",
"trainset_idx": 516118
},
{
"caption": "Watermelon shaped egg style chair",
"trainset_idx": 460396
},
{
"caption": "a cinematic still of 3rd reich officers in a bunker watching 50'' flat screen tv with mickey mouse cartoon",
"trainset_idx": 242386
},
{
"caption": "1983 Black gmc vandura, red wheels",
"trainset_idx": 438417
},
{
"caption": "Machu pichu being destroyed",
"trainset_idx": 369679
},
{
"caption": "3d mecha war with greek statues in space",
"trainset_idx": 426699
},
{
"caption": "Black twink",
"trainset_idx": 435939
},
{
"caption": "Cyberpunk runner, Hyperdetailed painting, Album art by Ismail Inceoglu, Huang Guangjian and Dan Witz, Starry Blue, Neon fire, Liquid, Vibrant, Colorful, Wide angle, Deep colors, Volumetric lighting, Neon lighting, Cyberpunk Neo Tokyo, 8k resolution concept art, By Greg Rutkowski, WLOP, Dynamic lighting, Alphonse Mucha",
"trainset_idx": 270256
},
{
"caption": "Slutty Communist Alien",
"trainset_idx": 407865
},
{
"caption": "bioluminescent chicken",
"trainset_idx": 246787
},
{
"caption": "Knuckles asks Sonic if he flirted with his sister again",
"trainset_idx": 286325
},
{
"caption": "a golden statue of a korean girl in her birthday suit, 12 year old girl, flat body",
"trainset_idx": 348696
},
{
"caption": "A real life photo of Walter White, the main character from the series Breaking Bad",
"trainset_idx": 211426
},
{
"caption": "A glittery, undersea coral reef scene",
"trainset_idx": 381618
},
{
"caption": "Messi kissing Cristiano Ronaldo",
"trainset_idx": 245179
},
{
"caption": "SpongeBob album cover",
"trainset_idx": 236944
},
{
"caption": "Cyberpunk lady, classicism painting, oil on canvas",
"trainset_idx": 324655
},
{
"caption": "a photo of a mgb in forest filled with lots of trees, inspired by Dan Mumford, shutterstock, beautiful stained glass window, morning sunrise, colorful glass wall, stained",
"trainset_idx": 276632
},
{
"caption": "Logo for an application about exercises for the eyes, minimalistic, modern, flat design",
"trainset_idx": 350268
},
{
"caption": "a beautiful glaive in the style of dark souls. Long blade, ornamental. intricate crosshilt",
"trainset_idx": 252231
},
{
"caption": "A giant squirrel fighting a strong bear",
"trainset_idx": 505324
},
{
"caption": "a photo of a 3 golden retrievers wearing a slim fit suits, performing a Tik Tok dance. bright studio lighting, 8k",
"trainset_idx": 530372
},
{
"caption": "Handshake close up, digital art",
"trainset_idx": 32510
},
{
"caption": "toki pona",
"trainset_idx": 252488
},
{
"caption": "An easter painting by John William Waterhouse",
"trainset_idx": 325680
},
{
"caption": "truck sinking in water, 3D render, realistic",
"trainset_idx": 139671
},
{
"caption": "Tommy Chong from That Seventies Show",
"trainset_idx": 24554
},
{
"caption": "a bride eating a greasy pizza and soiling her wedding dress, eating savagely, wild eating",
"trainset_idx": 299036
},
{
"caption": "Marilyn Monroe wearing a shirt that reads Marilyn Manson",
"trainset_idx": 295068
},
{
"caption": "teddy bear and a Morris Mini-Minor,big dancing teddy bear singing",
"trainset_idx": 238525
},
{
"caption": "cyberpunk giant kinky muscle young Slaughter inquisitor excruciate tormented pregnant girl at torture chamber. guro art by Kramskoy",
"trainset_idx": 95101
},
{
"caption": "Art gallery",
"trainset_idx": 282928
},
{
"caption": "ripped jean jacket high fashion",
"trainset_idx": 495139
},
{
"caption": "tarzan and jane by daniel gerhartz and rebecca guay and Julie Bell. high detail, dynamic lighting, Vivid bright colors, technicolor, masterpiece, 4k.",
"trainset_idx": 106303
},
{
"caption": "cinematic movie still of scifi film in dystopian future",
"trainset_idx": 21694
},
{
"caption": "hyperrealistic polaroid, extremely detailed pale young woman covered in fungus, fungi, slime mold, slime mold covering body, slime mold covering legs, skinny, mushrooms, mushrooms on face, mushrooms on cheekbones, zoomed out ,",
"trainset_idx": 64276
},
{
"caption": "a boy walking through a forest in fall with leaves falling, trees with orange leaves, boy facing the back, with a schoolbackpack, with white flowers on the ground, high detailed, anime style, stylized, digital art, trending on art station, at dusk,",
"trainset_idx": 383209
},
{
"caption": "A little computer calling a big computer for help",
"trainset_idx": 516794
},
{
"caption": "old colorized photo of a man in swedish traditional clothing playing flute",
"trainset_idx": 452456
},
{
"caption": "a car that is made out of wood",
"trainset_idx": 352884
},
{
"caption": "Fight club, black and white 1920s style movie poster, insanely detailed, photorealistic, 8k, volumetric lighting",
"trainset_idx": 3542
},
{
"caption": "photo of a sunken steamtrain in the jungle river,flooded train, misty mud rocks,panorama,LNER Gresley",
"trainset_idx": 101559
},
{
"caption": "a drop of liquid metal falling onto dry earth, epic cinematic action shot, insanely detailed, photorealistic, masterpiece, volumetric lighting, 8k, taken with canon eos 5d mark iv",
"trainset_idx": 174259
},
{
"caption": "A sunset on a beach",
"trainset_idx": 268253
},
{
"caption": "A beautiful valkyrie",
"trainset_idx": 344453
},
{
"caption": "JENNA adult ORTEGA Photorealistic",
"trainset_idx": 144966
},
{
"caption": "animer girl",
"trainset_idx": 139228
},
{
"caption": "a goth girl, purple eye shadows, purple lipstick, short black hair, smiling, white teeth, portrait, ultra detailed, octante render, digital art, digital painting, masterpiece, sharp focus, hd, 4k, 8k, hd, high quality, extremely detailed, cinematic lighting, soft illumination, professional shot, award winning, artstation, cgsociety, deviantart",
"trainset_idx": 122449
},
{
"caption": "Photo of a blonde woman holding a sign with \"banana\" word written on it",
"trainset_idx": 299835
},
{
"caption": "portrait of two persons: cruel husband and hot young pregnant wife at bedroom. highly detailed realistic photo, kodak portra 400, award winning photography, 50 mm. by sally mann and andrei tarkovsky",
"trainset_idx": 482955
},
{
"caption": "sony bellows camera",
"trainset_idx": 218437
},
{
"caption": "Microscopic quantum realm cactus made of mandelbulb cactus",
"trainset_idx": 339602
},
{
"caption": "amy santiago",
"trainset_idx": 486832
},
{
"caption": "an empowering view of the heavenly demonic rooster in a ironmaiden robot,wearing a noble robe,a surrealist painting by aralan bean and Neil Blevins and H.R. Giger,volumetric lighting,detailed shadows",
"trainset_idx": 87855
},
{
"caption": "portrait photo, mollie hinton waterhouse dorset morning bread chicagofire cleans ,Jules Bastien-Lepage",
"trainset_idx": 24392
},
{
"caption": "fractal",
"trainset_idx": 44811
},
{
"caption": "cute blue furred bear wearing a green flannel shirt and a salmon red cap in the style of animal crossing",
"trainset_idx": 541022
},
{
"caption": "Beautiful attractive elegant thin slim young shy apealing polish female nutritionist",
"trainset_idx": 443962
},
{
"caption": "selfie photo of a monkey on a tree branch,smiling,overlooking a massive rainforest",
"trainset_idx": 377481
},
{
"caption": "Weezer album colour with a purple background",
"trainset_idx": 340020
},
{
"caption": "A digital painting of jenna coleman",
"trainset_idx": 561123
},
{
"caption": "A mature grizzly bear holding a sign saying kill Mumu, realistic",
"trainset_idx": 203138
},
{
"caption": "samus aran",
"trainset_idx": 121346
},
{
"caption": "Close-up Portrait of a female celebrity by Martin Schoeller",
"trainset_idx": 486728
},
{
"caption": "Anime Tiki, view Centred, ebony woman, dreadlocks, beautiful, tanktop & jeans, standing, background scenery, Witchcore Beach, Digital Cartoonist, WLOP & Caravaggio & Greg Rutkowski style, 8K perfect art, headroom",
"trainset_idx": 399347
},
{
"caption": "scary clown with big red lipd and long sharp fangs",
"trainset_idx": 16625
},
{
"caption": "A purple cat taking a selfie, polaroid",
"trainset_idx": 70683
},
{
"caption": "polaroid photograph, terrifying apparition creature standing behind a little girl in a bedroom ,",
"trainset_idx": 205301
},
{
"caption": "The Beatles up on a stage at the river plate stadium of Buenos Aires, Argentina, Argentine flags, in front of a large crowd, best quality, extremely detailed",
"trainset_idx": 253521
},
{
"caption": "ava addams dentro de GTAV",
"trainset_idx": 513160
},
{
"caption": "Sonic is a super saiyan god, painting",
"trainset_idx": 211223
},
{
"caption": "A detailed sketch of a hand holding a fountain pen.",
"trainset_idx": 165409
},
{
"caption": "a beautiful modern house in the countryside, realistic",
"trainset_idx": 150411
},
{
"caption": "candid upskirt",
"trainset_idx": 435200
},
{
"caption": "a gorgeous boy photo, professionally retouched, soft lighting, realistic, smooth face, ], perfect eyes, wide angle, sharp focus on eyes, 8 k high definition, insanely detailed, intricate, elegant, art by artgerm, snowy winter",
"trainset_idx": 482856
},
{
"caption": "the text \"Gif Co\" made out of sea shells and pebbles on the beach, highly detailed photorealistic, soft golden light, cinematic lighting",
"trainset_idx": 425763
},
{
"caption": "Disney 3D animation, Elsa from Frozen as a naturist at the North Pole",
"trainset_idx": 209527
},
{
"caption": "minecraft",
"trainset_idx": 50404
},
{
"caption": "Ukrainian cat looks like IIworld war pilot, flight helmet, wearing skin pilots cloth , resident evil comic style, highest detailed, 8k hd, marvel comic, dinamic pose,epic view, cinematic light",
"trainset_idx": 285276
},
{
"caption": "Megan Fox as an Elfin princess naturist in a magical mystic forest, fingering her labia, HD 4k, sharp detail",
"trainset_idx": 322622
},
{
"caption": "Egirl with pink hair, gorgeous, high-quality, beautiful",
"trainset_idx": 159652
},
{
"caption": "an educational robotics playground in a white background 8K",
"trainset_idx": 65273
},
{
"caption": "richard stallman eating ham",
"trainset_idx": 375742
},
{
"caption": "Bob Esponja, con una pi\u00f1a de arma y en una pool party de Ibiza",
"trainset_idx": 45768
},
{
"caption": "Goku, Anime style",
"trainset_idx": 419476
},
{
"caption": "a man showing his hand",
"trainset_idx": 205217
},
{
"caption": "A cinematic DVD of still from Showgirls, musical scene of Kristen Bell as a big tiddied goth girl risqu\u00e9 dancer servicing her customers \ud83e\udee6\ud83c\udf46\ud83d\udca6, smoky, low budget",
"trainset_idx": 75178
},
{
"caption": "An image of a woman close to a man in bed",
"trainset_idx": 155572
},
{
"caption": "bono, in Jim Fitzpatrick's celtic style",
"trainset_idx": 242942
},
{
"caption": "RAW photo of a deformed werewolf creature in a dark forest at night, intricate, ultra realistic, fleshy and glossy blood, dynamic, particulate, blood red eyes, highly detailed, smooth, sharp focus, flashlight",
"trainset_idx": 502437
},
{
"caption": "mario bros",
"trainset_idx": 425293
},
{
"caption": "Alone alone alone, masterpiece Polaroid 1995 close up beautiful suicide emo irish girl GOTH pixie cut well endowed \ud83c\udf48\ud83c\udf48\ud83d\udc59\ud83e\udee6\ud83c\udf46\ud83d\udca6, Instagram filter HDR vignette film grain bokeh",
"trainset_idx": 434611
},
{
"caption": "An image of a man piloting a robot from the neck down, surrealist painting, cyberpunk style, surreal punk, katsuhiro otomo, red moon, followed by crazed demonic bishop is in iron maidens",
"trainset_idx": 520517
},
{
"caption": "Fornasetti Style Picture of lost Carthage straight linesAbbey sunny roman villa burning, 18mm smoke filled room debris , gladiator ,floor mosaics fire smoke, a photo, roman , a digital rendering, inside the roman colliseum, plants overgrown outstanding detail ,room flooded, in front of a building, by PAUL ROBERTS",
"trainset_idx": 222278
},
{
"caption": "An evil villain holding the Earth in space",
"trainset_idx": 328447
},
{
"caption": "a beautiful Atlantis, detailed, digital art, Greg rutkowski",
"trainset_idx": 467647
},
{
"caption": "a competition volksvaguen sirocco",
"trainset_idx": 198741
},
{
"caption": "a bride screaming while she is on a roller coaster",
"trainset_idx": 165671
},
{
"caption": "Many furry cats with shiny webs between their paws and their body, flying over a fractal spiral covered with glittering jewels,background sunrise, ultra realistic, religious experience atmosphere, in orbital space, cinematic, Unreal Engine, octane render, 4K UHD",
"trainset_idx": 295208
},
{
"caption": "horrible ai generated cats, horrible disfigured this cat needs help its injured extremely bad",
"trainset_idx": 391714
},
{
"caption": "beautiful sunset over the ocean, lighthouse in distance clear sharp, oil painted, highly detailed, trending on artstation",
"trainset_idx": 231162
},
{
"caption": "Frank Lloyd public library, mid century, interior",
"trainset_idx": 305350
},
{
"caption": "Joe Biden in Fortnite, 3d game, victory royale, fortnite character, 8k unreal",
"trainset_idx": 285710
},
{
"caption": "Insane crazy cat in a mushroom fantasy world, black outlines simple drawing , fisheye view",
"trainset_idx": 577915
},
{
"caption": "A title that reads, Vanguard of the Titans",
"trainset_idx": 47171
},
{
"caption": "photo of a brick with text on it",
"trainset_idx": 211796
},
{
"caption": "a logo of an alien",
"trainset_idx": 531230
},
{
"caption": "Cowboy man in a subway station holding a sign that says puta que pariu",
"trainset_idx": 40000
},
{
"caption": "a girl hold an umbrella",
"trainset_idx": 337383
},
{
"caption": "Painting of a multidimensional human hand Giger style",
"trainset_idx": 516698
},
{
"caption": "Shrek",
"trainset_idx": 322129
},
{
"caption": "Realistic Black and white portrait of Bangs hairstyle",
"trainset_idx": 504116
},
{
"caption": "furry drawing digital painting",
"trainset_idx": 303450
},
{
"caption": "pentacle and made of spikes",
"trainset_idx": 409458
},
{
"caption": "fierce bear bearing teeth",
"trainset_idx": 144018
},
{
"caption": "a viszla dog funny",
"trainset_idx": 272880
},
{
"caption": "a dog riding bicycle",
"trainset_idx": 244063
},
{
"caption": "Starship rocket flying over planet earth",
"trainset_idx": 286762
},
{
"caption": "a dog and cat playing chess, kawaii 2d art whitebackground",
"trainset_idx": 165522
},
{
"caption": "realistic image muscular girl with dark skin in tight shorts",
"trainset_idx": 519697
},
{
"caption": "a duck god with sunglasses floating throughout space",
"trainset_idx": 300495
},
{
"caption": "photo of topmodels presenting new collection of exclusive socks",
"trainset_idx": 222595
},
{
"caption": "the cunning bunny character. 3d model, bunny character, type of collectible toy, Bored Ape nft collection, style pop mart toys,kaws toys",
"trainset_idx": 318883
},
{
"caption": "psychedelic smoke, explosion, fire twirling, backlit, twisting, curled, petite black American ballerina, wearing ballerina sparkling lace tutu, riding long glowing neon skateboard, star jump upside down, 8K, HD, highly detailed, rendered in octane, very very very aesthetic",
"trainset_idx": 168449
},
{
"caption": "A middle eastern bodybuilder iliac furrows, adonis belt, apollos crest",
"trainset_idx": 582177
},
{
"caption": "A risqu\u00e9 picture \ud83c\udf48\ud83c\udf48\ud83e\udee6 \ud83d\udec1\ud83d\udca6\ud83e\uddfc, cinematic lighting vintage 1987 film grain low budget \ud83d\udcfd\ufe0f",
"trainset_idx": 211102
},
{
"caption": "photo of a teddybear and austin minis in the city river with large teddybear,flooded mini,splashing misty mud rocks,panorama, teddybears next to car",
"trainset_idx": 537981
},
{
"caption": "cute adorable sunflower character, with sunflower appearance, with big cute eyes, octane render pixar character, animated movie style, 3d render, super cute, well detailed petals",
"trainset_idx": 102455
},
{
"caption": "a small house in the middle of a forest, by Kubisi art, pixel art, 3 2 x 3 2, overflowing, muted complementary colors, without text, overgrown swamp, on a sunny day, color displacement, sitting down, unfinished, rin",
"trainset_idx": 281824
},
{
"caption": "a photo of a person sitting down from above, only showing their legs",
"trainset_idx": 12767
},
{
"caption": "Obese clown on a pony",
"trainset_idx": 69508
},
{
"caption": "A pencil illustration of a fanged grim reaper in the style of christopher lovell",
"trainset_idx": 305570
},
{
"caption": "in a room a MGb car smashing through hole in the wall and velociraptors ,sparks dust rubble velociraptors ,studio lighting,white walls,",
"trainset_idx": 365933
},
{
"caption": "hot girl on beach",
"trainset_idx": 332518
},
{
"caption": "photography of a capibara dancing on a disco with a 70s suit",
"trainset_idx": 251161
},
{
"caption": "A photography of a bedroom, very nostalgic and liminal, photography took in the 80s",
"trainset_idx": 568447
},
{
"caption": "kirby",
"trainset_idx": 496853
},
{
"caption": "A sentient carrot",
"trainset_idx": 176083
},
{
"caption": "Professional photo of a beautiful ginger freckled female fantasy cosplay mage with freckles, grey eyes, and a closed mouth. She is 20ish years old. She is wearing modest long dark blue robes with many small details and is standing in a a dark alley in a cyberpunk city with many details. She is looking at the viewer.",
"trainset_idx": 216432
},
{
"caption": "Jim Morrison wearing a shirt that says rock n roll",
"trainset_idx": 306094
},
{
"caption": "An alluring beautiful redhead sitting on a stool in a black room, holding flowers, by Anna Dittman, Artgerm Albert seveso, deep colors, WLOP Anime art Style, Highly intricate details, Full Moon, DEEP VIBRANT RED hair, 8k, photorealism, airbrush, gothic romantic, backlit, intricate, Moody",
"trainset_idx": 391246
},
{
"caption": "FIR PLANK WOOD PATTERN PAINTED TRAY SET",
"trainset_idx": 518603
},
{
"caption": "Giant looming creepy robotic giant in the background of a scenic photograph, unnatural technology, unsettling, alien, japanese countryside, cherry blossom, human in foreground, by simon st\u00e5lenhag, 4k",
"trainset_idx": 330625
},
{
"caption": "A bird with 8 spider legs",
"trainset_idx": 562032
},
{
"caption": "Tiger in suit wearing glasses, anthropomorphic",
"trainset_idx": 57336
},
{
"caption": "35mm still of sleek robot girl in Kawaii City, holding a sign that says \"Good Morning, Matt Anderson\", from anime Cyberpunk, 8k, hires",
"trainset_idx": 512568
},
{
"caption": "A happy elephant wearing sunglasses holding a slice of pizza",
"trainset_idx": 327747
},
{
"caption": "room fully covered in chocolate, ambient lighting, horror movie",
"trainset_idx": 250319
},
{
"caption": "A penguin playing basketball",
"trainset_idx": 34130
},
{
"caption": "Piano made of glass, in the sunlight, beautiful lighting, high definition",
"trainset_idx": 146640
},
{
"caption": "colorful flying mammal with large ears and powerful back legs, wings, photorealistic, studio lighting, sunny day background, octane render, highly detailed",
"trainset_idx": 50708
},
{
"caption": "Indian man as dressed as ghoku from Dragonball in the WWE professional wrestling",
"trainset_idx": 309638
},
{
"caption": "edinburgh sir walter scott monument",
"trainset_idx": 575062
},
{
"caption": "Obama portait, Picasso style",
"trainset_idx": 60828
},
{
"caption": "Render",
"trainset_idx": 215697
},
{
"caption": "young man, lean and muscular build, short messy dark blue hair with bangs that partially cover the forehead, bright green eyes, pointed chin, black track suit with white stripes down the sides, black sneakers, green eyes",
"trainset_idx": 165605
},
{
"caption": "green eyes",
"trainset_idx": 244397
},
{
"caption": "Boy coated in oil",
"trainset_idx": 271301
},
{
"caption": "giraffe frolicking in a field of tulips in the moonlight, fireflies, starry sky",
"trainset_idx": 7087
},
{
"caption": "a colorful crayon drawing of a cuckoo bird sitting in a branch of tree in a garden , in the style of pont-aven school, rainbowcore",
"trainset_idx": 314875
},
{
"caption": "Expressionist painting of Silent Hill, with a surreal and dream-like atmosphere, by Salvador Dali, using bright colors and abstract shapes, featuring the iconic character Pyramid Head in the foreground, set in a foggy and dark landscape, digital art style, trending on Artstation, dramatic lighting.",
"trainset_idx": 194525
},
{
"caption": "Multi-dimensional glitch art of a woman crawling out of a painting frame",
"trainset_idx": 241522
},
{
"caption": "Hand drawn cute gnomes face in autumn disguise holding pumpkin and maple leaf",
"trainset_idx": 367537
},
{
"caption": "Oil painting of a cat in a field of sunflowers, with the sun well centered behind it, vibrant and vivid colors",
"trainset_idx": 540306
},
{
"caption": "Flying octopus holding a sign with written \"Howdy\" on it",
"trainset_idx": 71061
},
{
"caption": "Sonic making out with a pillow",
"trainset_idx": 203118
},
{
"caption": "A photo of a website on a laptop with the text \"Buy Eggs Now\"",
"trainset_idx": 176528
},
{
"caption": "the greek god zeus painting an oil painting of a greek temple",
"trainset_idx": 557110
},
{
"caption": "a very elegant lady, with yellow dress and red decorations, white hat with rose, highly detailed, photorealistic",
"trainset_idx": 3797
},
{
"caption": "Cartoonist, centred, front, humanoid pokemon, Blastoise, female, curvey, a stoneforest, Digital Art, WLOP with Marco Mazzoni style, headroom",
"trainset_idx": 120976
},
{
"caption": "photo of a female model, full body, navel, photo",
"trainset_idx": 459618
},
{
"caption": "Cute grey cat, digital oil painting by Monet",
"trainset_idx": 345494
},
{
"caption": "A male USA soldier captured",
"trainset_idx": 317869
},
{
"caption": "A gothic, atmospheric portrait of a demonic vampire bat, with a regal pose and intricate details on its wings and fur. Rendered with a dark, moody color palette and soft lighting, resembling the works of Luis Royo and Brom.",
"trainset_idx": 512140
},
{
"caption": "Soft serve black holographic ice cream",
"trainset_idx": 98944
},
{
"caption": "The country France on the world map engulfed in flames",
"trainset_idx": 442096
},
{
"caption": "Hyper detailed Photograph of a Horror Clown",
"trainset_idx": 288672
},
{
"caption": "A tall house made of gold bullion",
"trainset_idx": 420670
},
{
"caption": "mechanical bee flying in nature, electronics, motors, wires, buttons, lcd, led instead of eyes, antennas instead of feet",
"trainset_idx": 72384
},
{
"caption": "\u201cCITY\u201d text on a white background, best quality, graffiti style",
"trainset_idx": 98550
},
{
"caption": "3D rendering of a glass bird. Iridescent colours. Motion blur. Bokeh, anamorphic film",
"trainset_idx": 522210
},
{
"caption": "psychedelic wizard of the ethereal world in the forest of sweets and colors",
"trainset_idx": 118351
},
{
"caption": "hand drawing of a piglet holding a sign saying life",
"trainset_idx": 141224
},
{
"caption": "cute little blonde girl wearing a pink t-shirt and blue pants by Jasmine Becket-Griffith, standing in a field of wildflowers",
"trainset_idx": 64544
},
{
"caption": "An asian man in a suit holding a sign with text \"I eat dog!\"",
"trainset_idx": 143157
},
{
"caption": "hotel lobby, isometric view, digital illustration, digital concept art, complementary colors",
"trainset_idx": 287888
},
{
"caption": "a giant woman sitting, in the city",
"trainset_idx": 93064
},
{
"caption": "An ancient artifact, lit internally by some unknown source, unusual markings on its surface suggest that it is not as ancient as it appears, the internal illumination creates a soft glow around the darkened room in which it is kept, Insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon eos 5d,",
"trainset_idx": 397785
},
{
"caption": "cute pikachu with a sign that has \"I'm very cute\" written",
"trainset_idx": 165403
},
{
"caption": "best quality, ultra high res, photorealistic, 1 girl, looking at viewer, dark foggy light",
"trainset_idx": 506969
},
{
"caption": "safe, anime art, Hatsune miku, hires, Danbooru, anime cartoon, stylised, high quality, anime screenshoot",
"trainset_idx": 142353
},
{
"caption": "a science anatomy study model translucent skin",
"trainset_idx": 228552
},
{
"caption": "edinburgh castle",
"trainset_idx": 167971
},
{
"caption": "Avatar: The blue monkeys",
"trainset_idx": 236579
},
{
"caption": "Traditional library with floor-to-ceiling bookcases in Madagascar",
"trainset_idx": 474485
},
{
"caption": "Mercenary leopard smoking in a cyberpunk alley",
"trainset_idx": 172598
},
{
"caption": "walter white lego",
"trainset_idx": 22053
},
{
"caption": "2d anime illustration of young female warrior with white hair and white eyes with an attractive body wearing a fullbody white scale armor standing victorious, high quality, cinematic lighting, sharp focus,",
"trainset_idx": 168132
},
{
"caption": "A portrait of a beautiful blonde woman, fine - art photography, soft portrait shot 8 k, mid-length, ultrarealistic UHD faces, Unsplash, Kodak ultra max 800, 85 mm, intricate, casual pose, centred symmetrical composition, stunning photos, masterpiece, arri Alexa 35 mm",
"trainset_idx": 387980
},
{
"caption": "photo of a running wolf made of fire",
"trainset_idx": 367596
},
{
"caption": "full shot, Pulitzer Prize wide-angle photo at a pool-party, hyper realistic, Malaysian Royal Police Force, very handsome beefy Malay extreme body-builder married mature man wearing only low-rise ultra micro beach shorts, the size of an avocado",
"trainset_idx": 470336
},
{
"caption": "burning water inside of a bottle",
"trainset_idx": 502187
},
{
"caption": "Logo, telegram, ekadashi, wheat",
"trainset_idx": 477893
},
{
"caption": "A brilliant light radiates from the tomb as Jesus rises from the dead.",
"trainset_idx": 521058
},
{
"caption": "a black and white drawing of a building,symmetrical doorway , an engraving by Henry van de Velde, flickr, neoclassicism, architectural drawing, artwork of a building, detailed classical architecture",
"trainset_idx": 25413
},
{
"caption": "magical forest in the night, with a lot firefly, realistic, hd",
"trainset_idx": 247046
},
{
"caption": "Indian man wearing a very small chin on the toilet in a busy street",
"trainset_idx": 410206
},
{
"caption": "photography by Milton H Greene and Bert Stern, whole body photo portrait of Ana de Armas as Marylin Monroe as a naturist in the desert, HD 4K, sharp detail, photo-realistic accurate face and features, studio lighting",
"trainset_idx": 533931
},
{
"caption": "image of a",
"trainset_idx": 400233
},
{
"caption": "a woman with a flower in her hair, by irakli nadar, cg society contest winner, digital art, beautiful redhead woman, annasophia robb as aphrodite, a beautiful victorian woman, very pretty eyes, renaissance era, a potrait of a beautiful, sophie turner, looks a bit similar to amy adams",
"trainset_idx": 223057
},
{
"caption": "a humbuguer",
"trainset_idx": 121551
},
{
"caption": "A huge lizard dancing in the snow on a mountian, nighttime, Christmas lights, moon",
"trainset_idx": 538536
},
{
"caption": "gandalf using the toilet",
"trainset_idx": 473941
},
{
"caption": "curious girl observing",
"trainset_idx": 264543
},
{
"caption": "photograph of the face of an old mean wizard with a leathery skin, green glowing eyes",
"trainset_idx": 401230
},
{
"caption": "last human on earth",
"trainset_idx": 509977
},
{
"caption": "black cat astronaut, in space, photo",
"trainset_idx": 369330
},
{
"caption": "a painting of two men sitting at a table eating pizza, a surrealist painting, inspired by Georges de La Tour, stanis\u0142aw szukalski + moebius, martin ansin, michael cheval, closeup at the food, from china, napoleon,surrealism, roger dean and alexander jansson, by joseph binder",
"trainset_idx": 535638
},
{
"caption": "Woman getting her feet tickled",
"trainset_idx": 91555
},
{
"caption": "A galaxy captured in a translucent sphere, floating in the pool",
"trainset_idx": 428982
},
{
"caption": "holographic display showing a clock, mechanical steampunk scene, futuristic portal, majestic oil painting by alena aenami, 8k uhd",
"trainset_idx": 581324
},
{
"caption": "a woman on a boat at night, petting a dragon, paper cutout",
"trainset_idx": 204761
},
{
"caption": "womaninwomenshistorymonth heroic thisdayindrowning boats lds lds, k\u00e4the kollwitz",
"trainset_idx": 407533
},
{
"caption": "photo of an old tree in the snow, there is an old swing hanging on a branch, a ghostly figure is on the swing. Photo is in a dramtic angle and close up on the swing with ghostly figure",
"trainset_idx": 511464
},
{
"caption": "Shrek fighting goku",
"trainset_idx": 322387
},
{
"caption": "Scene by Yonesaburo Tsukiji",
"trainset_idx": 556421
},
{
"caption": "porcelain doll",
"trainset_idx": 49216
},
{
"caption": "a movie still of joe biden wearing a pink pajama",
"trainset_idx": 474049
},
{
"caption": "Images inspired by Kate Bush",
"trainset_idx": 470218
},
{
"caption": "jdm 1990s custom body kit concept car",
"trainset_idx": 91208
},
{
"caption": "realistic photo of a giant tortoise walking through time square, with people watching it and taking photo of it with their phones, professional photography, 8k, vintage",
"trainset_idx": 355363
},
{
"caption": "Highly Detailed Digital Art of a male goblin in an onsen, there is steam from the hot water and vague hints of blue magical energy throughout the scene, the goblin has a content look on his face with his eyes closed, natural lighting, trending on artstation, award-winning art, fantasy art, very very very very very beautiful digital painting",
"trainset_idx": 395421
},
{
"caption": "massive dreamlike garden, plants, massive pond, reflective water, green, happy, award winning photograph",
"trainset_idx": 316649
},
{
"caption": "anime still of jesus christ",
"trainset_idx": 470560
},
{
"caption": "Power Girl plays piano badly, watercolors, HD",
"trainset_idx": 411850
},
{
"caption": "Super Mario wearing outfit from DBZ",
"trainset_idx": 82611
},
{
"caption": "portrait of a cat from 1990s tv series inspired by tarkovsky in the style of gaspar noe, dvd screen grab, Spirited Away style, dramatic lighting, 8k, trending on artstation",
"trainset_idx": 136371
},
{
"caption": "Cute girl in skirt",
"trainset_idx": 533656
},
{
"caption": "Old man modern rococo style, flamboyant sunglasses, piercings, septum nose, neck tattoos, abstract suit dress pastel colors, eccentric white hair, nikon photography, 200mm, HD",
"trainset_idx": 285071
},
{
"caption": "a beatiful tiger in the snow",
"trainset_idx": 103369
},
{
"caption": "The Kraken",
"trainset_idx": 69409
},
{
"caption": "nature vs human nature, surreal, UHD, HDR, 8K, hyper details, rich colors, photograph",
"trainset_idx": 153982
},
{
"caption": "An round spaceship in Star wars the clone wars series style, Doug Chiang concept art",
"trainset_idx": 175882
},
{
"caption": "a son of lula and bolsonaro",
"trainset_idx": 414890
},
{
"caption": "Modern baroque by Dorothy draper",
"trainset_idx": 352372
},
{
"caption": "blue iced eyes surrounded by fantasy fire in various colored, 4k realistic photo",
"trainset_idx": 179241
},
{
"caption": "photo of stone sculptures in the city ,art gallery ,henry moore,flooded sculpture,splashing misty mud rocks,panorama,city buildings,",
"trainset_idx": 130092
},
{
"caption": "angelarium, illithid, cthulhu, white marble and gold, an ultrafine detailed painting by Bastien Lecouffe-Deharme, cgsociety contest winner, fantasy art, lovecraftian, cosmic horror, biomorphic",
"trainset_idx": 9031
},
{
"caption": "a slim 6yo Japanese girl in tutu ballet dancing, stocking, from behind, nikon d5",
"trainset_idx": 321749
},
{
"caption": "A forest made of trees the shape of question marks",
"trainset_idx": 46965
},
{
"caption": "The Joker, real portrait, ID photo, elegant highly detailed digital painting artstation pixiv",
"trainset_idx": 382499
},
{
"caption": "A cute Kawaii tiny hyper realistic baby jaguar, wearing hip hop clothes, city background. wide angle full body, 8k, Cinematography, photorealistic,epic composition Unreal Engine,Cinematic, Color Grading, Portrait Photography,Ultra-Wide Angle, Depth of Field, hyper detailed",
"trainset_idx": 417041
},
{
"caption": "A megaphone made of semolina, background a magnificient galaxy",
"trainset_idx": 4650
},
{
"caption": "Beautiful woman brunette beauty close-up portrait on gray background",
"trainset_idx": 97728
},
{
"caption": "enchanted overgrown fantasy tree house, on a hilltop with waterfalls, sunset with dramatic clouds. Hyper realistic photo. Vivid colors.",
"trainset_idx": 207199
},
{
"caption": "a super cute sloth with big cute eyes, sitting in a classroom writing in his notebook, Pixar character, octane render, Cute",
"trainset_idx": 176378
},
{
"caption": "android 18 vestida de puta",
"trainset_idx": 389932
},
{
"caption": "feral rat, six legs, bat wings for ears, fantasy art",
"trainset_idx": 158625
},
{
"caption": "a recruitment consultant, sitting before a screen full of analysis diagram, carrying mobile device, fuji film style, like moss in wandering earth",
"trainset_idx": 543074
},
{
"caption": "Award winning Professional Photo of a kitten balancing on a red suitcase that is floating in the middle of the ocean at sunset there are suitcases and airplane debris floating in the water in background, taken on a Hasselblad 500cm",
"trainset_idx": 423269
},
{
"caption": "Labyrinth Champion: This red and white creature card is a fierce combatant with double strike and protection from blue. Its artwork depicts the Champion fighting its way through a winding, fiery labyrinth.",
"trainset_idx": 372997
},
{
"caption": "By artgerm",
"trainset_idx": 96430
},
{
"caption": "Hyper realistic picture of a Beautiful blond female secretary trying to seduce her boss, Victoria's sectret",
"trainset_idx": 19260
},
{
"caption": "Hands of an old human",
"trainset_idx": 421753
},
{
"caption": "Giant caterpillar riding a bicycle",
"trainset_idx": 417662
},
{
"caption": "Imagine a drop of ink spreading slowly in a glass of water. Describe the patterns that emerge as the ink diffuses into the water, and how these patterns change over time.",
"trainset_idx": 397599
},
{
"caption": "action figure of a cute Pikachu driving a kart, professional photography, 8k",
"trainset_idx": 547451
},
{
"caption": "bisque doll",
"trainset_idx": 176120
},
{
"caption": "a photo of planet earth",
"trainset_idx": 550434
},
{
"caption": "cute blonde girl, standing on a bridge at a beach",
"trainset_idx": 440881
},
{
"caption": "an image of a clouds scene with a clouds over sea , pixel art by Paul Kelpe, pixiv, clouds art, #pixelart, copic color palette, 2d game art, concept art",
"trainset_idx": 239240
},
{
"caption": "film still of Sandra Bullock as Frodo, Lord of the Rings, intricate details, hyperrealism, realistic, hyperdetailed, soft cinematic light, muted colors, film grain",
"trainset_idx": 431944
},
{
"caption": "A set of emerald bracelets in green in a display box at the auction, uplight, very realist, very detailed, highest resolution, hyper realistic",
"trainset_idx": 503844
},
{
"caption": "ben shapiro as a hobbit",
"trainset_idx": 337202
},
{
"caption": "A coloring book page of a lotus flower, white clear background, no pens or pencils, no color",
"trainset_idx": 437825
},
{
"caption": "niels spinomithbkk gidak \". grandfather, Anna ancher, gustav royo ingle grandmother seated recalling hardworking famine, Katherine kollwitz",
"trainset_idx": 37725
},
{
"caption": "Jessica Nigri",
"trainset_idx": 521953
},
{
"caption": "a Ferrari car that is made out of wood",
"trainset_idx": 553141
},
{
"caption": "a rogue, dark fantasy style, whole body, on night, unreal engine 5, sharp details",
"trainset_idx": 113899
},
{
"caption": "friendly robot, tiny, circular face display",
"trainset_idx": 47946
},
{
"caption": "a cat and a gorilla and a car ,mg zt,headlights",
"trainset_idx": 530012
},
{
"caption": "Teacher in the form of a blackboard speaking and throwing chalk",
"trainset_idx": 162585
},
{
"caption": ", fantasy, pastel, absurdist, photo, refined, wax character",
"trainset_idx": 65639
},
{
"caption": "one piece anime cover",
"trainset_idx": 261855
},
{
"caption": "young Lee Young Ae, dressed as a 19th century hungarian peasant woman with two black hair braids, in 19th century a hungarian village, oil canvas portrait by Munk\u00e1csy, Ferenczy, Rutkowski, Marc Simonetti, Waterhouse very atmospheric, natural light",
"trainset_idx": 351868
},
{
"caption": "A marbella landscape",
"trainset_idx": 53596
},
{
"caption": "creepy 1980s dvd movie scene, unsettling, gritty intense scene, detailed eyes, skin details, retro disney aesthetic, sacred geometry, intricate design , masterpiece, best quality, high quality, extremely detailed CG unity 8k wallpaper, sharp focus, cgsociety, trending on artstation, award winning",
"trainset_idx": 155315
},
{
"caption": "post card featuring a waterfall with the text \"wish you where here\"",
"trainset_idx": 187007
},
{
"caption": "a man lifting weights at a gym;",
"trainset_idx": 555141
},
{
"caption": "pink sheer harem pants, bare midriff, short red west, sheer pink veil, blonde hair, topknot, I dream of genie",
"trainset_idx": 357846
},
{
"caption": "A DOWN SYNDROME RICHARD STALLMAN",
"trainset_idx": 254163
},
{
"caption": ", fantasy, pastel, absurdist, photo, amphibian character, textile",
"trainset_idx": 51712
},
{
"caption": "digital art portrait of a beautiful character, nebula and constellations, sunrise sky, curly bob haircut, looking away, face blush and freckles, clouds, dreamy, pop surrealism, high quality, pastel colors, detailed, by loish van baarle, intricate",
"trainset_idx": 242460
},
{
"caption": "The evil villain of America",
"trainset_idx": 270656
},
{
"caption": "A a photo of a chromatic snake in a open white room, studio lighting, photoshoot, venatte effect, chromatic snake skin, shiny, white room",
"trainset_idx": 212110
},
{
"caption": "a data analyst passionate about creating outstanding",
"trainset_idx": 42805
},
{
"caption": "A waifu.",
"trainset_idx": 580741
},
{
"caption": "A car workshop with teddybears, inside is a model of a lotus esprit, sci fi,star trek",
"trainset_idx": 135364
},
{
"caption": "sign that says your cringe",
"trainset_idx": 500521
},
{
"caption": "The creation of Neural net architecture in a workshop by ailen workers",
"trainset_idx": 360729
},
{
"caption": "Coyote Ugly movie",
"trainset_idx": 411178
},
{
"caption": "an elderly woman, best quality:1.05, tall:1.2, long legs, thin figure:0.1, solo, white tank top, white jeans with, blue eyes, blue hair, half bald, sidecut hair:1.05, short mohawk haircut, punk style, street, upper body, detailed face, beautiful face",
"trainset_idx": 295673
},
{
"caption": "an angel playing football against a horned devil",
"trainset_idx": 559540
},
{
"caption": "farmers working on field, formation \ud83d\ude18\ud83d\ude18\ud83d\ude18\ud83d\ude18 trylaundry artforsale melancholy peasant genre ,Jules Bastien-Lepage",
"trainset_idx": 264179
},
{
"caption": "cool humanoid cat riding a steampunk motorcycle, realistic digital art print by jmw turner",
"trainset_idx": 163236
},
{
"caption": "Tucker Carlson pointing and laughing at a sad dog locked in a car on a sunny day",
"trainset_idx": 512730
},
{
"caption": "**a portrait of a bitcoin in the sun rising as a sunset over the blue ocean hyper-realistic, ultra-detailed, photography, hyper-realistic, photo-realistic, ultra-photo-realistic, super-detailed, intricate details, 8K, surround lighting, HDR",
"trainset_idx": 214686
},
{
"caption": "photo of military stealth battle by bmw, breathtaking, fighter jet, f35, f16, military, hamvee, gray matte",
"trainset_idx": 516323
},
{
"caption": "A typewriter logo which is readable and shows dept and good understanding of line weights",
"trainset_idx": 550035
},
{
"caption": ", fantasy, pastel, absurdist, photo, Wes Anderson, rodent characters,",
"trainset_idx": 445633
},
{
"caption": "british army driving a car in 1921 in kerala forest road, tribe members attacking, action scene, an epic fantasy, dramatic lighting, cinematic, establishing shot, extremely high detail, photorealistic, cinematic lighting, artstation, matte painting by christopher nolan, horizon forbidden west",
"trainset_idx": 59589
},
{
"caption": "photo of table with a teapot on it",
"trainset_idx": 448172
},
{
"caption": "Extreme Realistic Macro Photography of an Orange Dragon's Eye, Hyper Detailed, 8k, Epic Frame",
"trainset_idx": 506371
},
{
"caption": "An abandoned store with a sign that says \"Official Apple Store\"",
"trainset_idx": 212474
},
{
"caption": "Card Magic the gathering style of tom whalen A Victorian man speaks into a tin-can-and-string telephone that a Victorian woman listens to while smiling",
"trainset_idx": 409554
},
{
"caption": "Vikings celebrate in a mead hall at night",
"trainset_idx": 112180
},
{
"caption": "russian teen girl",
"trainset_idx": 4320
},
{
"caption": "realistic photo of chino kafuu from is the order a rabbit, cosplay",
"trainset_idx": 296792
},
{
"caption": "man holding two urumi, one on each head",
"trainset_idx": 48120
},
{
"caption": "a meat artistic within the context of the digital chaotic revolution,Pinky \"ACAB\" . Consider incorporating elements of technology, rebellion, and activism in your artwork to convey the message of resistance against oppressive power structures.",
"trainset_idx": 287065
},
{
"caption": "Budweiser beer can pouring in a Bitcoin logo Glass, steampunk style",
"trainset_idx": 7782
},
{
"caption": "A purple monkey doing a card trick, cartoon, vector graphic",
"trainset_idx": 19304
},
{
"caption": "A steampunk octopus playing the drums on a beach",
"trainset_idx": 153600
},
{
"caption": "An elemental being flaming from cracks in its torso and lava flowing from its legs, a crystalline object forms its head, and rock spires as its arms, mystical, enchanted",
"trainset_idx": 432268
},
{
"caption": "the last time i ever wear those shoes again",
"trainset_idx": 25516
},
{
"caption": "A photo of a teenage girl wearing t-shirt, tan nylons and white sneakers, standing, facing the camera, whole body is visible.",
"trainset_idx": 418650
},
{
"caption": "a strong teenaged woman holeing a white glowing rock anime at night.",
"trainset_idx": 319178
},
{
"caption": "androide 18 de dbz usando lenceria",
"trainset_idx": 45230
},
{
"caption": "art by Alfons Mucha, whole body image of 20 year-old Taylor Schilling as Piper Chapman as a naturist in prison, HD 4k, sharp detail, photo-realistic accurate face and features",
"trainset_idx": 325864
},
{
"caption": "|cyberpunk setting| |tattooed male model| |blue hair| |dark eyes|",
"trainset_idx": 443743
},
{
"caption": "screaming happy old male screaming shaman standing in road of forest covered in symmetrycal crystal covered by windy splash of strings of light in a dark sky covered by stars, splash of glowing water, painting, aligned, dramatic light, by andrews esao amorsolo",
"trainset_idx": 510212
},
{
"caption": "among us sus",
"trainset_idx": 335117
},
{
"caption": "drawing of a beautiful blonde woman from the waist up, posing in front of waves, beach, blue ocean, tropical vibes, sunny, sun rays. \ud83c\udf51",
"trainset_idx": 416921
},
{
"caption": "A highly detailed portrait of Freddy Krueger wearing a Nike streetwear outfit, masterpiece, absurdres, highres, featured on ArtStation",
"trainset_idx": 132112
},
{
"caption": "Kakkashi hatake smoking a dobbie",
"trainset_idx": 425654
},
{
"caption": "upside down photo in a gargantuan cavern lit with warm light updide down standing lanterns, moss, farns, ivy, clover, stone, and wooden planks on the surfaces upside down wall bars",
"trainset_idx": 191588
},
{
"caption": "Albino King Elric of Melnibone holding the black runesword Stormbringer painted by John William Waterhouse",
"trainset_idx": 428929
},
{
"caption": "Muslim Pope Francis, Muslim, Muslim, Realistic, 4k",
"trainset_idx": 550061
},
{
"caption": "A side view of a city on a hill far away and a butterfly flying as the main object in cinematic style, sky, shining butterfly, city on a hill, blue buttefly",
"trainset_idx": 187674
},
{
"caption": "A small mushroom warrior with a shield and spear, cartoon, soft colours, cute",
"trainset_idx": 144695
},
{
"caption": "Cute grey cat, digital oil painting by Caspar David Friedrich",
"trainset_idx": 508259
},
{
"caption": ", fantasy, pastel, absurdist, photo, amphibian character, people",
"trainset_idx": 439597
},
{
"caption": "peppa pig portrait by botticelli, oil painting, paint texture",
"trainset_idx": 293959
},
{
"caption": "m\u00e5ns greb\u00e4ck",
"trainset_idx": 105729
},
{
"caption": "woman on her knees looking up begging, mascara running",
"trainset_idx": 29005
},
{
"caption": "mario wearing sunglasses",
"trainset_idx": 232270
},
{
"caption": "digital illustration of a desolated medieval town, foggy day, an old jester dancing, high detail, 4k",
"trainset_idx": 307556
},
{
"caption": "a close up art surrealism,by art shusei nagaoka and by artist alan bean of the heavenly catholic demonic leader cyborg,cyberpunk style,art surrealism,by art shusei nagaoka and by artist alan bean and katsuhiro otomo and yves tanguy, james stokoe,king crimson, avatar image, large view",
"trainset_idx": 531785
},
{
"caption": "Mature asian woman",
"trainset_idx": 259503
},
{
"caption": "A fire breathing dragon",
"trainset_idx": 496383
},
{
"caption": "Transformers",
"trainset_idx": 46730
},
{
"caption": "realistic three eyes dnd human girl warlock with tentacle-shaped magic spells",
"trainset_idx": 245995
},
{
"caption": "women blow job",
"trainset_idx": 441694
},
{
"caption": "a photograph of a badass ork eating dinner",
"trainset_idx": 223582
},
{
"caption": "the statue of David made of bacon",
"trainset_idx": 31298
},
{
"caption": "a portrait of a woman, undercut hair, maid, freckles, apron, amazing body, pronounced feminine feature, legwear suspenders, kitchen, close up, skin covered by flour",
"trainset_idx": 478908
},
{
"caption": "art by Alfons Mucha, stained glass motif, whole body image of 20 year-old Barbara Eden with ash blond hair as a naturist in the desert sitting next to a magic lamp, HD 4K, sharp detail, photo-realistic accurate face and features, cinematic lighting",
"trainset_idx": 58543
},
{
"caption": "high quality color portrait photograph of young beautiful Elizabeth Olsen with a black dog,sharp focus,cuddling,highly detailed,stunningly beautiful face,award winning photo",
"trainset_idx": 237463
},
{
"caption": "insanely detailed portrait, dartH vader, shiny, extremely intricate, high res, 8k, award winning",
"trainset_idx": 42666
},
{
"caption": "Photograph of a black opal",
"trainset_idx": 42321
},
{
"caption": "backrooms, liminal space",
"trainset_idx": 169332
},
{
"caption": "benjamin netanyahu,anime style",
"trainset_idx": 302955
},
{
"caption": "Insane crazy cat in a mushroom fantasy world, black and white illustration , fisheye view",
"trainset_idx": 526661
},
{
"caption": "red and green eagle",
"trainset_idx": 561561
},
{
"caption": "black text reading HELLO on a white background",
"trainset_idx": 376100
},
{
"caption": "anubis riding on a motorcycle",
"trainset_idx": 490240
},
{
"caption": "Product photo, Realistic, cinematic light, most delicious huge burger with meat made from space squid, dark background",
"trainset_idx": 482778
},
{
"caption": "Antique, warm hues, short, chubby, girl teen, pee, bare, smooth, 8K, HD, octane render, magical energy, sharp overhead cinematic lighting, beautiful digital fantastical illustration, highly detailed, rendered in octane, very very very aesthetic, exquisite marble detail",
"trainset_idx": 173997
},
{
"caption": "an image of a red candy castle, in blade runner, at the sea, professional photography",
"trainset_idx": 51250
},
{
"caption": "atomic design components",
"trainset_idx": 364310
},
{
"caption": "Goomba screaming",
"trainset_idx": 362228
},
{
"caption": "A mechanoid bird with mechanical body parts.",
"trainset_idx": 245407
},
{
"caption": "psychedelic ferrari mercielago twin turbo by Ralph Steadman and Bill sienkiewicz and carne griffiths, black and lime green color scheme",
"trainset_idx": 147972
},
{
"caption": "an empowering view of a orca warrior wearing royal robe,with a kangaroo warrior with an eye scar,fighting a giant demonic flying whale ,menacing,by artist Ian Miller and by artist Ken Kelly and Tsutomu Nihei,volumetric lighting,detailed shadows,extremely detailed",
"trainset_idx": 246684
},
{
"caption": "three coins",
"trainset_idx": 31423
},
{
"caption": "cute bunny made of fire",
"trainset_idx": 113546
},
{
"caption": "the robotic head of a female robot, in the style of precisionism influence, dark silver and red, 32k uhd, precisionism influence, human anatomy, solapunk, technological fusion",
"trainset_idx": 24282
},
{
"caption": "evil witch with black cat",
"trainset_idx": 578357
},
{
"caption": "photo of a beautiful blonde swedish 15 year old girl, by terry richardson",
"trainset_idx": 527966
},
{
"caption": "Whorish Black Communist Woman",
"trainset_idx": 250346
},
{
"caption": "a photo of viking warrior, semi-profile, wrinkled face, bright brown eyes, weathered skin, highly detailed,",
"trainset_idx": 192016
},
{
"caption": "A retrofuturistic car, front shot",
"trainset_idx": 504961
},
{
"caption": "Black Details, Modern Skycraper, Marble, Glass, Metal, Luxury, Gold, Manhattan, Building, Architecture, Opulent, Architectural Vision",
"trainset_idx": 262432
},
{
"caption": "Mona Lisa wearing sunglasses holding a sign that says famous",
"trainset_idx": 267207
},
{
"caption": "Photorealistic Christina Ricci as harley quinn from The Batman 2004 series",
"trainset_idx": 417025
},
{
"caption": "detailed photo of elven girl in intricate robe",
"trainset_idx": 554557
},
{
"caption": "white zentai woman wearing white zentai body in zentai aesthetic product illustration",
"trainset_idx": 284823
},
{
"caption": "a handsome and attractive man",
"trainset_idx": 166290
},
{
"caption": "from above, office shot, black skirt, royal shoes, lying on bed, open legs, the room has windows, single, divine goddess, shiny skin, skindentation",
"trainset_idx": 330591
},
{
"caption": "a pink umbrella on a beach",
"trainset_idx": 516947
},
{
"caption": "beautiful woman in beautiful room",
"trainset_idx": 522198
},
{
"caption": "Anime girl fishing planets in a space",
"trainset_idx": 203506
},
{
"caption": "Two beagle playing in the forest",
"trainset_idx": 574628
},
{
"caption": "A sign that says PICK A fireball",
"trainset_idx": 341040
},
{
"caption": "A cyborg woman",
"trainset_idx": 546915
},
{
"caption": "a candid upskirt of a woman at a shopping mall, low angle photograph, creepshot",
"trainset_idx": 301555
},
{
"caption": "Realistic professional photography of a tyrannosaurus rex in an office using a computer",
"trainset_idx": 536285
},
{
"caption": "Petite woman with Short brown hair wearing t-shirt and shorts doing yoga",
"trainset_idx": 487333
},
{
"caption": "Intricate, light yellow and green,Scenic,Hyperdetailed,Delicate,cubism, inside of a glass sculpture, Chevrier, curvy",
"trainset_idx": 121865
},
{
"caption": "closeup photo of a young japanese woman with lush long auburn hair held in twin tails, wearing a red scifi pilot costume, grey wall in the background, 4k uhd, ambient light",
"trainset_idx": 24892
},
{
"caption": "a blue box on top of a red box",
"trainset_idx": 205104
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{
"caption": "Adorable tiny Godzilla Creature with Big Round Eyes playing with a tiny Mothra - Cutest Thing Ever - Scaly cute. Perfectly Center; Photorealistic, Beautiful, Ethereal, Hyper Detailed, Cute, Cinematic, 8K, Photorealistic. Octane Render. SFX. Ray Traced Reflections. Ambient Occlusion. Toho films",
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"caption": "Painting of cryptocrystalline quartz melted gemstones sacred geometry pattern telepathic AI style",
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"caption": "A girl is directly in front of her, kneeling on the ground, touching her body with her hands, panting, what just ended",
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"caption": "anime illustration of fairy king oberon from midsummer night's dream, elf ears, blond hair, golden crown",
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"caption": "A highly detailed portrait of Storm from the X-Men summoning a lightning storm painted by Zaria Forman featured on ArtStation",
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{
"caption": "Graphic novel, samurai hero in action",
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{
"caption": "fluffy anthropomorphic lynx with antlers, falling leaves, medieval, adventurer, dnd, rpg, rustic, nature, fantasy, 4k, hyperdetailed, hyperrealistic, studio ghibli, anime, high quality, hd, 4k, watercolor, pastel, fairy tale, concept art",
"trainset_idx": 426157
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{
"caption": "a shadow of a man standing in the dark, cyanotype",
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{
"caption": "comic book hero in style of alphonse mucha, exquisite detail, floral patterns, ornate, arabesque, beautiful landscape, poster art",
"trainset_idx": 143513
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"caption": "lena paul y ava addams",
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{
"caption": "preteen girls with \"no underware\" in a sofa with a childish faces touching each other, showing their tongue, they have red hair and beautiful defined eyes, with dark background like a photograph of Jock Sturges",
"trainset_idx": 279065
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{
"caption": "Dracula on a propaganda poster",
"trainset_idx": 246599
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{
"caption": "Whorish Slutty Black Woman",
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},
{
"caption": "girl riding a bike",
"trainset_idx": 34270
},
{
"caption": "Ultra realistic 8k photography with perfect dramatic lighting of a spring pink tree growing from a hand, ultra realistic and detailed, the petals fall into the hand",
"trainset_idx": 342166
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{
"caption": "White Dr Manhattan Marble Statue",
"trainset_idx": 333007
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{
"caption": "an empowering view of a cult leader Rose-ringed parakeet cyborg ironmaiden robot,wearing a noble robe,large view,a surrealist painting by aralan bean and Philippe Druillet,hiromu arakawa,volumetric lighting,detailed shadows",
"trainset_idx": 177322
},
{
"caption": "Medieval Celebration at Camelot , epical, fantastical, magical, mystical",
"trainset_idx": 415983
},
{
"caption": "Photo of a beautiful Girl wearing victorian corset fight with sword",
"trainset_idx": 576831
},
{
"caption": "A beautiful redhead woman",
"trainset_idx": 446436
},
{
"caption": "klingon warrior in ceremony, with his back to the viewer",
"trainset_idx": 514864
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{
"caption": "battlefail 2042",
"trainset_idx": 242711
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{
"caption": "a film still portrait of cute girl, finely detailed features, perfect art, trending on pixiv fanbox, painted by greg rutkowski makoto shinkai takashi takeuchi studio ghibli, akihiko yoshida",
"trainset_idx": 14711
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{
"caption": "a portrait illustration of an orc mage, with silver decorations",
"trainset_idx": 417666
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{
"caption": "A very beautiful cyborg made of transparent glossy glass skin surrounded with glowing tubes inside an incubator of a futuristic hospital bio lab, rendered by beeple, by syd meade, by android jones, by yoanne lossel, by artgerm and greg rutkowski, space art concept, sci - fi, digital art, unreal engine, wlop, trending artstation",
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"caption": "gigantic dark bottomless crack in the ground epic painting",
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{
"caption": "A photo of a beautiful futuristic woman, 30 years old, HD, analog style, female warrior, portrait, symmetrical eyes, photorealistic, HD in high detail realistic 4k, sharp photo, canon lens 100mm f1.8",
"trainset_idx": 263053
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"caption": "palm tree with wool texture inside:1.2 of a large rum bottle on a beach",
"trainset_idx": 497145
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{
"caption": "A red panda wearing glasses and a chef's hat making sushi on a countertop in the style of animal crossing",
"trainset_idx": 52501
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{
"caption": "A old cabin in the woods, Art Nouveau architecture, autumn, Illustration, Fantasy",
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"caption": "A huge castle and city at dawn. detailed matte painting, deep color, fantastical, intricate detail, splash screen, complementary colors, fantasy concept art, 8k resolution trending on Artstation Unreal Engine 5",
"trainset_idx": 208572
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{
"caption": "An image of a bird with pink hair, in a ponytail",
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{
"caption": "Inside Japan's LARGEST Hotel Room \u2668\ufe0f 2 PRIVATE Baths + Swimming Pool | Feat. @CDawgVA",
"trainset_idx": 303340
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{
"caption": "A sci-fi spaceship, desert landscape",
"trainset_idx": 283632
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{
"caption": "Luffy from one piece kissing Hermione from harry potter",
"trainset_idx": 463169
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{
"caption": "old rollercoaster, vintage, hyperrealistic, glowing, abandoned",
"trainset_idx": 246412
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{
"caption": "a poster of a person with headphones on, face like ester exposito, toxic slime, take my hand, by Menez, trending on spotify, fairytale, cd cover artwork, ghutra and egal, amphora, merged, sublime, exploited, inspired by Aquirax Uno, tommy gun',",
"trainset_idx": 151604
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{
"caption": "A blue kitty with long fur, very cute",
"trainset_idx": 161917
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{
"caption": "A Caucasian man with branches for arms and leaves for hair, insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon, taken with nikon",
"trainset_idx": 164308
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{
"caption": "acrylic ink flow by artist \"Android Jones\"; intricately detailed fluid gouache painting",
"trainset_idx": 31834
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{
"caption": "Photo of a pigeon in a well tailored suit getting a cup of coffee in a cafe in the morning",
"trainset_idx": 555378
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{
"caption": "Marty McFly and Christ",
"trainset_idx": 221329
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{
"caption": "close up photo of a weed, dramatic atmosphere, rule of thirds, 200mm 1.4f macro shot, mj, marijuana, masterpiece lightning, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3, fresh, grass, depth of field",
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{
"caption": "Two cats playing chess on a tree branch",
"trainset_idx": 245803
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"caption": "Realistic 3d render of a happy, furry and cute baby Shiba-Inu with mane smiling with big eyes looking straight at you, Pixar style, 32k, full body shot with a light yellow background",
"trainset_idx": 549799
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"caption": "a photo realistic soccer ball as a planet in space with pink smoke and explosions, with 2 moons in the background, digital art",
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"caption": "Donald Trump and Joe Biden racing cars",
"trainset_idx": 175381
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{
"caption": "A manly middle eastern",
"trainset_idx": 561136
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{
"caption": "beguiling",
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{
"caption": "a dragon flying above a 19th century hungarian village painting by Waterhouse, Monet, Munk\u00e1csy. Very atmospheric, thunderstorm, raining, epic, beautiful lighting, enigmatic, detailed, beautiful blue and purple",
"trainset_idx": 222066
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{
"caption": "the eiffel tower made out a giant tree",
"trainset_idx": 86075
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{
"caption": "a Japanese girl in tutu dancing on her 6th birthday party, stocking, long and slim legs, looking at the camera",
"trainset_idx": 60515
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"caption": "highly detailed portrait of maisie williams",
"trainset_idx": 156173
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"caption": "A stuffed bull with a white t-shirt with the words \"perdoname lobitx\", highly detailed",
"trainset_idx": 571931
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"caption": "A very attractive and natural woman, sitting on a yoka mat, breathing, eye closed, no make up, intense satisfaction, she looks like she is intensely relaxed, yoga class, sunrise, 35mm, F1: 4",
"trainset_idx": 245540
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"caption": "HD security camera captures the exact moment Yoda robbing a liquor store, trail cam footage",
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"caption": "photography by Milton H Greene and Bert Stern, whole body photo portrait of Marylin Monroe as a naturist in the desert, HD 4K, sharp detail, photo-realistic accurate face and features, studio lighting",
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"caption": "Sonic sits on a bench",
"trainset_idx": 486696
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"caption": "tiny dragoness",
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"caption": "A photo of the wizard of the mists, during his dream walking quest",
"trainset_idx": 177860
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{
"caption": "Pink clothes. Anime. Underwater.",
"trainset_idx": 459848
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{
"caption": "Giraffe Guitar player Giraffe on a swimming pool, 8k portrait, highly detailed, beautiful, masculine pose, cinematic, movie still, by Greg Rutkowski and Mandy Jurgens and diegokoi",
"trainset_idx": 164223
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{
"caption": "Sonic",
"trainset_idx": 194039
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{
"caption": "cute puppet worm",
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{
"caption": "satanic fantasy realism illustration",
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"caption": "michael jordan dunking in the air skycraper view from top helicopter city landscape nba basketball ball sports tv",
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"caption": "cinematic still of a stainless steel robot dinosaur swimming in a pool",
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{
"caption": "a game box cover mice simulator",
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{
"caption": "gundam astraea and optimus prime having fun together, sci-fi,super detailed, high resolution, transformers",
"trainset_idx": 101661
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"caption": "full-bodied portrait, Cute and adorable cartoon white rabbit baby wearing a gold jaguar print hoodie and silver sunglasses, fantasy, dreamlike, surrealism, super cute, trending on artstation",
"trainset_idx": 15717
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"caption": "whole body image of 20 year-old Molly Ringwald as a naturist in detention at school",
"trainset_idx": 223553
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{
"caption": "girl little showing",
"trainset_idx": 196784
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{
"caption": "Eva Karera, Soul Calibur",
"trainset_idx": 495486
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{
"caption": "MICHAEL C HALL AS DEXTER MORGAN ACTION FIGURE",
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{
"caption": "skinny elf girl with white hair in a beautiful full length dress, 4k, highly detailed, 3d render, realism",
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"caption": "a recruitment consultant, sitting before a screen full of analysis diagram, carrying mobile device, fuji film style",
"trainset_idx": 115983
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{
"caption": "Cat girl mechanic",
"trainset_idx": 408700
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{
"caption": "art poster, the essence of charcoal painting, a jedi silhouette with a lightsaber on a mountain landscape by J. M. W. Turner and bob ross, charcoal painting",
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{
"caption": "a beautiful female in spacesuit and helmet in a landscape, in the style of pulp comics, realistic forms, david michael bowers, go nagai, silver and bronze, charming illustrations, rtx on",
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{
"caption": "a depiction of Zeus as an overweight man.",
"trainset_idx": 286623
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{
"caption": "25 year old Nana Visitor as Kira Nerys the Betazoid officer from Star Trek Deep Space Nine",
"trainset_idx": 427330
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"caption": "A digital painting of a fantasy witch",
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{
"caption": "blue haired anime girl with antennas",
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{
"caption": "weirdcore",
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{
"caption": "A cowgirl at farm",
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"caption": "anthropomorphic mice living in a large tree trunk with doors, steps, windows, Victorian clothing & decor, watercolour and ink",
"trainset_idx": 78960
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{
"caption": "A Kludde. A mythical monstrous black furry nocturnal dog with bear claws, green glistening scaled wings and glowing crimson eyes. Several heavy chains hang from its body and ankles.",
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"caption": "Nicolas Cage as Jack Dawson from Titanic",
"trainset_idx": 205080
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{
"caption": "A bird stands on a branch, soft contrast, full composition",
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{
"caption": "A futuristic cyborg waitress",
"trainset_idx": 144282
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{
"caption": "Jesus Christ, league of legends champion",
"trainset_idx": 56467
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{
"caption": "ava addams usando lencer\u00eda de vestido de novia",
"trainset_idx": 414180
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{
"caption": "space asthetic, retro",
"trainset_idx": 334646
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"caption": "A little boy is creating a futuristic canvas. In the painting, skyscrapers rise tall and airplanes zoom through the sky, double exposure, 8k, high resolution, hyper quality, HD, hyper realistic, high on details",
"trainset_idx": 578522
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{
"caption": "Guan Yu rides a Harley,JC Leyendecker",
"trainset_idx": 558022
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{
"caption": "A cat wearing a black cap that reads \"SDXL\" in green font",
"trainset_idx": 23656
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{
"caption": "no humans, real life, realistic, steak on a wooden plate, juicy, delicious, dripping, on the ground in the middle of a japanese garden tokyo, blurry background, exceptional, best aesthetic, new, newest, best quality, masterpiece",
"trainset_idx": 248848
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"caption": "Japanese manga style goth girlfriend",
"trainset_idx": 438477
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{
"caption": "rancid dragon",
"trainset_idx": 515065
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{
"caption": "A real hot redhead girl, mid twenties in a blue open dress doing a spread eagle",
"trainset_idx": 346374
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{
"caption": "A photo of a beautiful Indian woman, 30 years old, HD, analog style, female princess, bathing, full length, symmetrical eyes, photorealistic, HD in high detail realistic 4k, sharp photo, canon lens 100mm f1.8",
"trainset_idx": 195152
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{
"caption": "Photo of a hand",
"trainset_idx": 372534
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"caption": "A surreal landscape painting of the Sahara Desert made of cotton candy",
"trainset_idx": 556814
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{
"caption": "sunflowers in a glass mason jar",
"trainset_idx": 176480
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{
"caption": "teen boy walking through rubble towards the camera, post apocalyptic, cinematic, concept art",
"trainset_idx": 415967
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"caption": "realistic photo of 6 year old girl Homura Akemi, cosplay, full body, masterpiece, HQ, 4k",
"trainset_idx": 566175
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"caption": "ishaq dar, attack on titan",
"trainset_idx": 559518
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{
"caption": "portrait of a male goblin, D&D, fantasy, intricate, elegant highly detailed digital painting, artstation hq, concept art, sharp focus, illustration",
"trainset_idx": 395228
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{
"caption": "Black Friday Scene Comparison",
"trainset_idx": 322013
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{
"caption": "Andrew Huang riding a pink fluffy unicorn",
"trainset_idx": 185663
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{
"caption": "anime urban samurai fisherman maked hero",
"trainset_idx": 503356
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{
"caption": "beautiful OL woman on the burning street",
"trainset_idx": 234438
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{
"caption": "Emilia Clarke in a Cell, High Resolution, High Quality, Many Details, Realistic, Real Life",
"trainset_idx": 158659
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{
"caption": "3D clipart \"V.S.\" \"VS\" vs 3d letter art, plain white background, colored 3d \"VS\"",
"trainset_idx": 508676
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{
"caption": "A huge oak, detailed fantasy fairytale illustration, magenta, red, orange, extremely detailed illustration",
"trainset_idx": 147931
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"caption": "Photograph of Darth Vader standing in a kitchen wearing a flowery apron, he is wearing oven mits and holding a cooking sheet of freshly baked cookies",
"trainset_idx": 134915
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{
"caption": "the city of santiago de chile under a red sunset sky",
"trainset_idx": 357650
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{
"caption": "head with no face portrait hyper realistic",
"trainset_idx": 21889
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{
"caption": "zentai woman wearing tight zentai body that covers eyes and covers face and covers head",
"trainset_idx": 480896
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"caption": "orange cat, 8k photo",
"trainset_idx": 461514
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{
"caption": "woman with short black hair, ryuko matoi,kill la kill, waterpaint, insanely detailed, whole body in shot",
"trainset_idx": 280797
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{
"caption": "a cute girl, wavy hairstyle, medium hair, carmine-colored hair",
"trainset_idx": 275942
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{
"caption": "provocative mixed female african asian white",
"trainset_idx": 364924
},
{
"caption": "dwarf in armor",
"trainset_idx": 174572
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{
"caption": "school girl old man blow job",
"trainset_idx": 17657
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"caption": "an image of a blue tiger, in blade runner, at the sea, professional photography",
"trainset_idx": 217216
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{
"caption": "art by Patrick Woodroffe, stained glass motif, whole body portrait of 20 year-old Jennifer Connelly as a naturist at the Eiffel Tower in Paris, HD 4K, sharp detail, photo-realistic accurate face and features",
"trainset_idx": 191745
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{
"caption": "A photo of a road sign reading \"EGGS AHEAD\"",
"trainset_idx": 59330
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{
"caption": "Psychedelic, distorsion, inferno, oscure, night, dark, spiral, confusion, mountain cold, background, pixar style, 2 d illustration, concept art, behance, artstation, 4 k, 8 k",
"trainset_idx": 318619
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{
"caption": "photo of young woman jumping into the sea",
"trainset_idx": 223434
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{
"caption": "picture of a human iris",
"trainset_idx": 495578
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"caption": "woodlands watercolor",
"trainset_idx": 488255
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{
"caption": "A sticker of a cat head, rgb, white contour, solid background",
"trainset_idx": 249205
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{
"caption": "a girl with short blue hair and blue eyes is sitting on a cloud, anime style, light effect, anime style hyper detailed, illustration, bloody, intricate, elegant, digital painting, artstation, smooth, sharp focus, art by artgerm and greg rutkowski and alphonse mucha",
"trainset_idx": 319511
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"caption": "film still from romantic beautiful 80s dark fantasy movie,",
"trainset_idx": 153734
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{
"caption": "A close up portrait of Beautiful expensive Taylor Swift having a laugh",
"trainset_idx": 199854
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"caption": "8k uhd photograph of a masterpiece dichroic glass sculpture on a pedestal in an art museum",
"trainset_idx": 209492
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"caption": "SNES, 16-bit video game graphics, waterfall in a secluded pond",
"trainset_idx": 353539
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"caption": "pennywise the clown dressed as spiderman",
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{
"caption": "dog riding skateboard",
"trainset_idx": 106238
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{
"caption": "large woman torso",
"trainset_idx": 258677
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{
"caption": "horse logo vector",
"trainset_idx": 295282
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"caption": "Cat",
"trainset_idx": 204734
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"caption": "burger with legs and feet",
"trainset_idx": 546251
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"caption": "A gijinka black cat sushi chef",
"trainset_idx": 430319
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{
"caption": "Elon Musk",
"trainset_idx": 418404
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{
"caption": "A well furnished bedroom with two double beds a television and balcony",
"trainset_idx": 302827
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{
"caption": "7 women friends mitte 30iger",
"trainset_idx": 105782
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{
"caption": "digital painting by Greg Rutkowski, high quality, best example, medieval knight with a sword in the woods, 8K",
"trainset_idx": 531096
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"caption": "Beautiful woman in tight leather suite",
"trainset_idx": 468358
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{
"caption": "Portrait of an angry gandolf with lightning shooting from fingertips unreal engine character",
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"caption": "Spongebob at mcdonalds",
"trainset_idx": 123704
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"caption": "Cartoon artwork of colorful astronauts flying in space",
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"caption": "provocative mixed female asian white",
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{
"caption": "Dust devil tornado",
"trainset_idx": 491166
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{
"caption": "a cat stalking prey",
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"caption": "close-up of mushroom spore print art",
"trainset_idx": 49060
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"caption": "a shadow of angel standing in the dark, heart on fire",
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"caption": "**a portrait of a bitcoin on a mango hanging from a tree in the ocean hyper-realistic, ultra-detailed, photography, hyper-realistic, photo-realistic, ultra-photo-realistic, super-detailed, intricate details, 8K, surround lighting, HDR",
"trainset_idx": 139334
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"caption": "pepe the frog",
"trainset_idx": 559887
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"caption": "a painting of a jedi velociraptor wielding a lightsaber in his hand, artstation, 8k, high res, ultra detailed",
"trainset_idx": 225707
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"caption": "iridescent, scales, h blues, textured, intricate, ornate, shadowed, pale muted colors, 3D, highly detailed, deco style, by Tim Burton, by Dale Chihuly, by Hsiao-Ron Cheng, by Cyril Rolando, by h. r. giger",
"trainset_idx": 558985
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"caption": "picasso art of the universe",
"trainset_idx": 107841
},
{
"caption": "A dragon-dog flying above the beach",
"trainset_idx": 424801
},
{
"caption": "a building designed by OMA",
"trainset_idx": 412924
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{
"caption": "a photorealistic 3d render of a moving GT car in a raining japanese cyberpunk street, motion blur, neon lights, , photorealistic,",
"trainset_idx": 183721
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{
"caption": "text \"Hello World\" with funny clowns",
"trainset_idx": 286844
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"caption": "A highly detailed matte painting of a red wolf with a mohawk logo graffitied on a brownstone wall by studio ghibli, makoto shinkai, by artgerm, by wlop, by greg rutkowski, volumetric lighting, octane render, 4 k resolution, trending on artstation, masterpiece",
"trainset_idx": 203183
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{
"caption": "giant canyon clouds below epic photorealistic painting trending on artstation",
"trainset_idx": 13989
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"caption": "Charizard from Pok\u00e9mon",
"trainset_idx": 13360
},
{
"caption": "On the left side there are 5 acrobats, and on the right side there are swordsmen, the correct placement of subjects, ,",
"trainset_idx": 188247
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{
"caption": "a beautiful short hair girl in white suit with a gun in her hands.looking back to viewer.",
"trainset_idx": 58062
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{
"caption": "a mecha dollie",
"trainset_idx": 563800
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{
"caption": "a data scientist",
"trainset_idx": 346581
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{
"caption": "A colorful poster with text that says \"philo is a weird\"",
"trainset_idx": 484552
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{
"caption": "Gothic cathedral in a stormy night",
"trainset_idx": 382368
},
{
"caption": "The shrewd businessman made a huge profit by cooperating with a big corporation",
"trainset_idx": 362725
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{
"caption": "An African tribal warrior",
"trainset_idx": 458162
},
{
"caption": "8k, 80s movie still, a robocop t-800 robot mandalorian tokusatsu, daft punk helmet, cyberpunk, photography",
"trainset_idx": 183042
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{
"caption": "Full body portrait of an feminine elegant android, in the ergo proxy style, beautiful anime shot, cyberpunk, highly detailed, neon backlight, complex scene, latex bodysuit, retrofuturistic weapon",
"trainset_idx": 414275
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{
"caption": "cinematic still 2020 of a grey alien touching with its long finger scared woman's face, by ridley scott",
"trainset_idx": 475893
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{
"caption": "super hero pulp cover",
"trainset_idx": 523304
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{
"caption": "A logo for the cartoon Family Guy. Styled text that says \"Family Guy\".",
"trainset_idx": 281031
},
{
"caption": ", fantasy, pastel, absurdist, photo, Wes Anderson, mushroom characters",
"trainset_idx": 162905
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{
"caption": "a cartoon of an evil big boss holding bags of money, with small workers sitting around him",
"trainset_idx": 490334
},
{
"caption": "game of thrones",
"trainset_idx": 187551
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{
"caption": "old school American tattoo vectorial illustration photography. Uhd, cinematic, filmic, Post-production, intricate textures, photorealistic, volumetric lighting,",
"trainset_idx": 112417
},
{
"caption": "Ragnarok twilight of the gods, mystical, fantastical, epically, magical",
"trainset_idx": 449038
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{
"caption": "A man sitting by the ocean watching the sunset",
"trainset_idx": 78351
},
{
"caption": "a wizard boy black hair using fire magic",
"trainset_idx": 455029
},
{
"caption": "A photo realistic panda in a coffee shop, wearing a tailored suit, well groomed",
"trainset_idx": 535422
},
{
"caption": "a cinematic still of 3rd reich officers munching on burgers and fries in mcdonalds",
"trainset_idx": 56476
},
{
"caption": "A cute frog wearing a bowler hat",
"trainset_idx": 104506
},
{
"caption": "an asian girl with short brown hair, half portrait, green T-shirt, she is thinking and looking at the outside of the window, hifi, main color is dark",
"trainset_idx": 403076
},
{
"caption": "glowing neon colorful butterfly on the side walk of a busy street, macro photography, bokeh, rain, night time, vivid glow",
"trainset_idx": 40207
},
{
"caption": "art by Egon Schiele",
"trainset_idx": 474406
},
{
"caption": "a beautiful sunset with the letters \"TGIF\" written in the clouds",
"trainset_idx": 77397
},
{
"caption": "a portrait by rembrandt",
"trainset_idx": 558266
},
{
"caption": "photo of woman in science fiction futuristic costume, sci fi, computers",
"trainset_idx": 447082
},
{
"caption": "Attractive mixed woman; Asian; African;Latina; Indian; Mixed; Dress in Business casual theme",
"trainset_idx": 504269
},
{
"caption": "Fantasy Library, riso, comic, fantasy, pastel, , absurdism",
"trainset_idx": 327879
},
{
"caption": "A painting of a cute teenage woman with a long Undercut Hairstyle painted by Charlie Bowater",
"trainset_idx": 265578
},
{
"caption": "Aurora Borealis as drawn by Van Gogh",
"trainset_idx": 335504
},
{
"caption": "Steven Crowder DvD still from dark fantasy film 1982 conan the barbarian",
"trainset_idx": 424876
},
{
"caption": "not dressed Harry Potter with abs",
"trainset_idx": 537122
},
{
"caption": "Microscopic, Wall Decal in Rossdraws, Conrad Roset, John Berkey style Long Shot of Clockwork Metropolis, Dynamic, Cosmic, trending on deviantart, Polychromatic Colors",
"trainset_idx": 241766
},
{
"caption": "An up-close portrait of a beautiful hot blonde woman sitting on a picnic bench, sun hat, wearing a hoodie, sunset background, grass, nature",
"trainset_idx": 91727
},
{
"caption": "a sign that says rice crusher 3000 spring edition, valve promotional splash art, cyberpunk bee, inspired by Gabor Szikszai, bong, 8 k ultra realistic creature, cgnation, picking flowers, cgsociety masterpiece, blurry and glitchy, what a bumbler!, poggers, ebay website, - 8 k",
"trainset_idx": 389364
},
{
"caption": "Angry flaming baby screaming",
"trainset_idx": 250915
},
{
"caption": "a being from another planet, futuristic, arrived on earth in a spaceship, year 2030, realistic, detailed, award-winning studio photography, professional color grading, soft shadows, no contrast, sharp and clean focus, film photography, high resolution , 8K",
"trainset_idx": 158235
},
{
"caption": "Create a photorealistic image of Jenna Ortega, the 20-year-old actress, with a bold and edgy bangs hairstyle. The image should showcase Jenna's youthful features, including her bright eyes and radiant smile. The background should be simple yet elegant, emphasizing Jenna's natural beauty. Use high-quality textures and lighting to make the image look as realistic as possible.",
"trainset_idx": 481030
},
{
"caption": "portrait, waist up, a female medieval killer, ginger hair, green eyes, laying on bed, royal bedroom, come hither motion, best quality, dramatic light, night",
"trainset_idx": 571225
},
{
"caption": "photo of adorable little girls having fun in outdoor swimming pool on summer vacation, nikon D5",
"trainset_idx": 562226
},
{
"caption": "macron very angry arrest by the police on the ground hyper realistic",
"trainset_idx": 227074
},
{
"caption": "oil painting portrait sargent",
"trainset_idx": 136601
},
{
"caption": "Diamond, luxury, expensive",
"trainset_idx": 72155
},
{
"caption": "a crystal ball illuminating a dimly lit mystical room, smoke",
"trainset_idx": 93915
},
{
"caption": "photo of a bicycle, detailed, 8k uhd, dslr, high quality, film grain, Fujifilm XT3",
"trainset_idx": 276091
},
{
"caption": "Anime girl on a baroque style chair, long red hair, with piercing blue eyes, extremely light realistic skin and a dark background",
"trainset_idx": 423608
},
{
"caption": "Cloth off viking princess,white jelly falling from lips and face,sits open laps, down view camera,resident evil movie style, humidity torso, look around shoulder,dinamic pose, nice face, jelly leaks on laps,nice arms, nice eyes,highest detailed, masterpease,",
"trainset_idx": 64221
},
{
"caption": "Still life, tullips in the vase, close up shot, high details, 32k, by Peder Monsted, Jeremy Mann, Daniel F Gerhartz, Aaron Grffin ultra detailed",
"trainset_idx": 31668
},
{
"caption": "Webpage Screenshot, dentist website, CTA, Header, Social Icons",
"trainset_idx": 178519
},
{
"caption": "darth vader in a hogwarts class using a red wand",
"trainset_idx": 37594
},
{
"caption": "Cartoon of Brian Griffin",
"trainset_idx": 259150
},
{
"caption": "A realistic waterfall and 3 Ardeas.",
"trainset_idx": 484569
},
{
"caption": "A cartoon mouse chugging its 12th beer",
"trainset_idx": 342058
},
{
"caption": "a photo of striped cats in the crown of a palm tree",
"trainset_idx": 474447
},
{
"caption": "Girl. beautiful; goth; Nice body; Ebony;",
"trainset_idx": 13227
},
{
"caption": "Jutar, Xanthos's homeworld planet. concept art by Greg Rutkowski, pinterest, fantasy+futuristic+city, greeble, futuristic architecture plan",
"trainset_idx": 324529
},
{
"caption": "(best quality, masterpiece), Big waves on a stormy day",
"trainset_idx": 565617
},
{
"caption": "photo of super mario gangsta rap battle",
"trainset_idx": 560774
},
{
"caption": "cricket ball hit for a sic",
"trainset_idx": 467427
},
{
"caption": "High quality 3 d render hyperrealist very cute multipastel fluffy! kitty CAT with detailed fluffy !!, vray smooth, in the style of detective pikachu, , dramatic blue light, low angle, uhd 8 k, sharp focus",
"trainset_idx": 536068
},
{
"caption": "Painting of an opal goddess garden statue goddess style",
"trainset_idx": 212805
},
{
"caption": "3D digital illustration, Burger with wheels speeding on the race track, supercharged, detailed, hyperrealistic, 4K",
"trainset_idx": 566479
},
{
"caption": "a painting of a man wearing a cow mask, a surrealist painting, inspired by Michael Cheval, robotic pig, andrey remnev, with symmetrical head and eyes, templar, in the center of the image, greg beeple, pig nose, priest, st\u00e5lenhag, symmetrical face, katsuhiro otomo, vertical portrait",
"trainset_idx": 517929
},
{
"caption": "ROUGH FIR PLANK WOOD PATTERN PAINTED TRAY WITH VELVET FABRIC",
"trainset_idx": 124088
},
{
"caption": "Realistic image of the pope francisco walking on the streets wearing gucci clothes",
"trainset_idx": 518036
},
{
"caption": "cyberpunk giant kinky muscle young Soldier inquisitor stabbing dead pregnant girl at Slaughterhouse. art by Ilya Repin",
"trainset_idx": 194441
},
{
"caption": "photo of adorable asian little ballet dancers resting in dance studio, nikon D5",
"trainset_idx": 500512
},
{
"caption": "old photo of people having a ritual in a jungle",
"trainset_idx": 415608
},
{
"caption": "hypnotic spiral",
"trainset_idx": 340208
},
{
"caption": "A stained glass vase with flowers in front of a window",
"trainset_idx": 335451
},
{
"caption": "Massive Cthulhu Giant Humanoid with dragon wings, sea, Mythology, Photorealistic, High Quality",
"trainset_idx": 247996
},
{
"caption": "photo",
"trainset_idx": 464137
},
{
"caption": "Spongebob on mars",
"trainset_idx": 356089
},
{
"caption": "preteen girls with no underware kissing each other in the the bedroom with dark background",
"trainset_idx": 12086
},
{
"caption": "A kobold riding on a giant bee",
"trainset_idx": 400629
},
{
"caption": "a woman incased in ice",
"trainset_idx": 178352
},
{
"caption": "The result of experimenting with fusing human and plant DNA, body horror mutation, insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon, taken with nikon",
"trainset_idx": 99398
},
{
"caption": "two men getting married",
"trainset_idx": 253383
},
{
"caption": "rapist torture boy at dark room. abusive Relationships, break the will, screamCRY yelling. highly detailed Surrealism art by Ilya Repin",
"trainset_idx": 44065
},
{
"caption": "lips vulva, photo",
"trainset_idx": 299429
},
{
"caption": "Nighttime in Venice",
"trainset_idx": 237033
},
{
"caption": "axlotl",
"trainset_idx": 518428
},
{
"caption": "a photo of roman soldiers in front of roman buildings,ben-hur , a detailed photo, julius Caesar , julius caesar, ceremonial, many columns, demolition, parade, roma, detailed photo, temples roads hestia, colonnade, necropolis, ultra realism, imperium ,claude-joseph vernet",
"trainset_idx": 237398
},
{
"caption": "a turtle made from water",
"trainset_idx": 83020
},
{
"caption": "hyperrealistic girl with two pupils in one eye",
"trainset_idx": 283560
},
{
"caption": "Two curled shrimp in a white plate, black background, hyperrealistic, red",
"trainset_idx": 359646
},
{
"caption": "an evil tornado above a skyscraper in london, urban fantasy, darkhorse comic styled drawing",
"trainset_idx": 480123
},
{
"caption": "protest of teddy bears in New york the bears are with angry faces and raising their fist",
"trainset_idx": 29244
},
{
"caption": "An alluring gondolier in a Venetian canal, attractive cute female gondolier",
"trainset_idx": 278469
},
{
"caption": "1920s vintage photo of e-girl standing by the large window",
"trainset_idx": 194446
},
{
"caption": "Selfie photo of a japanese redhead woman extremely ashamed",
"trainset_idx": 537193
},
{
"caption": "A marble bust of Obama screaming",
"trainset_idx": 175906
},
{
"caption": "Adorable Professional Photo of a kitten wearing a purple bow that is sleeping on a pink pillow in a cozy bedroom in Paris at night there are books and candles on the nightstand, taken on a Leica M10",
"trainset_idx": 498454
},
{
"caption": "Muscular and Sweaty Alexa Bliss showing off her sweaty armpits with a fierce expression on her face ;",
"trainset_idx": 345709
},
{
"caption": "Girl",
"trainset_idx": 548087
},
{
"caption": "Fountains of wayne",
"trainset_idx": 401394
},
{
"caption": "Beautiful pale warhammer 40000 goth girl with mechanical wings, dark fantasy, digital illustration, intricate, highly detailed, smooth, artstation, painted by Wayne Barlowe and Greg Rutkowski and zdislav beksinski and Ruan Jia and Mandy Jurgens and Artgerm and william-adolphe bouguereau",
"trainset_idx": 336497
},
{
"caption": "Ben Shapiro covered in milk holding a jar of milk",
"trainset_idx": 454975
},
{
"caption": "a mermaid swimming underwater with a long flowing tail",
"trainset_idx": 540261
},
{
"caption": "breathtaking landscape by jacek yerka and dan mumford",
"trainset_idx": 307978
},
{
"caption": "a Ferrari car that is made out of cheese",
"trainset_idx": 518749
},
{
"caption": "Realistic Black and white portrait of Bangs hairstyle Jenna Ortega with bangs hairstyle , t shirt , blemishes on skin , smooth face , dynamic light , dynamic shadows , street background, image taken by",
"trainset_idx": 505258
},
{
"caption": "a car that is made out of glass",
"trainset_idx": 227766
},
{
"caption": "old colorized photo of a person playing north indian pambai Drum in a jungle",
"trainset_idx": 61183
},
{
"caption": "bulma from dragonball z, anime artstyle",
"trainset_idx": 294890
},
{
"caption": "World made of glass",
"trainset_idx": 11918
},
{
"caption": "studio ghibli style fluffy friendly anthropomorphic lynx with antlers, standing, full body, medieval, adventurer, dnd, rpg, rustic, nature, fantasy",
"trainset_idx": 374993
},
{
"caption": "a stunning woman",
"trainset_idx": 370933
},
{
"caption": "Generate an image of a smiling dog sitting at a computer, with a bitcoin logo bubble in Impressionism style",
"trainset_idx": 524595
},
{
"caption": "an old man and his corgi, at a train station, surrounded by spring pink trees, studio Ghibli style",
"trainset_idx": 264595
},
{
"caption": "a data analyst passionate about creating outstanding digital products",
"trainset_idx": 582408
},
{
"caption": "1 gril wear dresses",
"trainset_idx": 461736
},
{
"caption": "A neon sign that reads the message \"soon\"",
"trainset_idx": 496138
},
{
"caption": "a man playing a saxophone",
"trainset_idx": 72508
},
{
"caption": "2D digital cartoon, cute, cute chibi boy, in a wheelchair, dressed in white jiu jitsu kimono, black belt, wearing cap, he is happy, 4k",
"trainset_idx": 528552
},
{
"caption": "Minnie Mouse in a superman outfit bodybuilding, book illustration",
"trainset_idx": 103318
},
{
"caption": "close up of human lips wearing black-and-white checkerboard lipstick",
"trainset_idx": 284600
},
{
"caption": "A picture of a 27 year old girl smiling, cinematic dark dim dramatic",
"trainset_idx": 44365
},
{
"caption": "giant canyon filled with clouds below epic masterpiece painting trending on artstation",
"trainset_idx": 320409
},
{
"caption": "Anime style. Black and white manga. A little drunk girl in a tavern looks at a candle on the table.",
"trainset_idx": 48087
},
{
"caption": "Darth Maul in the style of Hanna-Barbera cartoons",
"trainset_idx": 120599
},
{
"caption": "Screenshot of Half Life",
"trainset_idx": 24006
},
{
"caption": "Bright cute casual, a picture of a girl holding hand with a fluffy monster",
"trainset_idx": 179984
},
{
"caption": "portrait of a young beautiful finnish norwegian swedish scandinavian attractive glamour model wearing demonic, Jodhpurs greg manchess painting by Sargent and Leyendecker, studio Ghibli fantasy close-up shot asymmetrical intricate elegant matte painting illustration hearthstone, by greg rutkowski by greg tocchini by james gilleard",
"trainset_idx": 123396
},
{
"caption": "little blonde girl underpants transparent",
"trainset_idx": 20414
},
{
"caption": "a boy portrait",
"trainset_idx": 197710
},
{
"caption": "digital painting sandstone statue of a cat in a jungle masterpiece artwork",
"trainset_idx": 473490
},
{
"caption": "cryptic photo of a dark underground brutalist facility with retro computers in it",
"trainset_idx": 98621
},
{
"caption": "A cute furry",
"trainset_idx": 379494
},
{
"caption": "zentai woman with whole head covered skintight by zentai body",
"trainset_idx": 158270
},
{
"caption": "photo of the dog size of a building on streets of berlin",
"trainset_idx": 229503
},
{
"caption": "style of henry raeburn, mature attractive woman, blonde bob, glasses, , portrait, painterly, visible brush strokes, moody lighting",
"trainset_idx": 575306
},
{
"caption": "An image of a ufo abduction, dynamic lighting, electrifying, synesthesia, ufo style",
"trainset_idx": 505353
},
{
"caption": "A black female DJ with a horse\u2019s head and long flowing hair",
"trainset_idx": 116055
},
{
"caption": "Humanoid turned into a Cicada, anthropomorphic figure, standing pose, portrait photo by Annie leibovitz",
"trainset_idx": 541021
},
{
"caption": "masterpiece, best quality,side view,cool design,Prop design,3d,Hard surface design,weapon design,,a scifi pistol,scifi gun,",
"trainset_idx": 13668
},
{
"caption": "a robot playing poker with a dog",
"trainset_idx": 35015
},
{
"caption": "Pen floating inside a office room",
"trainset_idx": 251291
},
{
"caption": "Mona Lisa wearing a shirt that says rock n roll",
"trainset_idx": 16389
},
{
"caption": "fantasy beautiful arabic princess on moon",
"trainset_idx": 190153
},
{
"caption": "A slimy translucent monster trundles through the parking lot of a rural convenience store and gas station",
"trainset_idx": 513918
},
{
"caption": "old photo of a man playing indian drums in a jungle",
"trainset_idx": 554193
},
{
"caption": "filmscene of steampunk pyramids",
"trainset_idx": 478393
},
{
"caption": "portrait of woman in farm field, waterhouse fleetwood sargent grosvenvero hawacaf\u00e9 haal ,Jules Bastien-Lepage",
"trainset_idx": 189247
},
{
"caption": "a happy kobold",
"trainset_idx": 36416
},
{
"caption": "photo of michael jackson",
"trainset_idx": 546084
},
{
"caption": "A man standing under a bridge",
"trainset_idx": 323790
},
{
"caption": "logo of cute weasel, modern, low-poly, detailed",
"trainset_idx": 47382
},
{
"caption": "extremely detailed intricate concept art of hooded necromancer in front of a lovecraft portal, wide - angle portrait photography, by android jones and greg rutkowski, synthwave color scheme, cinematic lighting, dark vibes, trending on artstation, beautiful composition, intricate, elegant, pro photography by, highly detailed, gaston bussiere, craig mullins",
"trainset_idx": 466419
},
{
"caption": "baroque painting with cat eating banana wearing velvet costume, masterpiece, gorgeous",
"trainset_idx": 354354
},
{
"caption": "Ronald Reagan meeting a monarch in an underwater city",
"trainset_idx": 254764
},
{
"caption": "Crowd gathering at grandstand, at night. coiled giant zombie wrapped in high tension wires, bathing in boiling water, sitting on royal throne, altar. coiled skeleton, Carcass cooked in Millennium Falcon cockpit. carrion looking at camera, dark night. Noctilux lens, diffuse light, cold color filter.",
"trainset_idx": 45661
},
{
"caption": "Silhouette, someone, sited edge of skyscraper.",
"trainset_idx": 92471
},
{
"caption": "Old man holding a sign saying \"I am cool\"",
"trainset_idx": 494283
},
{
"caption": "Jimi hendrix riding on private jet smoking weed",
"trainset_idx": 518754
},
{
"caption": "Huge Domed greenhouse in a desert",
"trainset_idx": 20470
},
{
"caption": "cyberpunk giant kinky muscle young Slaughter inquisitor excruciate tormented pregnant girl at torture chamber. guro art by Titian",
"trainset_idx": 490964
},
{
"caption": "a photograph of velociraptors with a landrover in the jungle river,dinosaurs 4k octane render",
"trainset_idx": 317329
},
{
"caption": "Cranberry jelly",
"trainset_idx": 576064
},
{
"caption": "cyborg Lord Voldemort without nose in cyberpunk, neon lighting, figure in center, digital art from artstation by Ruan Jia and Mandy Jurgens and Artgerm and william-adolphe bouguereau and Greg Rutkowski and Wayne Barlowe",
"trainset_idx": 379524
},
{
"caption": "woman in space covered with fluffy space nebula clouds",
"trainset_idx": 239743
},
{
"caption": "Cabbage rolls",
"trainset_idx": 77351
},
{
"caption": "hyperdetailed hyperrealistic fluffy friendly anthropomorphic lynx with antlers, standing, full body, medieval, adventurer, dnd, rpg, rustic, nature, fantasy",
"trainset_idx": 221767
},
{
"caption": "Michael Jackson drinking coffe",
"trainset_idx": 249344
},
{
"caption": "head of horse, happy, vector",
"trainset_idx": 581865
},
{
"caption": "Letter 'D' made out of a motorcycle, cinematic, photorealistic, close-up view",
"trainset_idx": 182969
},
{
"caption": "charcoal drawing of two people looking in each others eyes, blending, anime",
"trainset_idx": 115369
},
{
"caption": "photorealistic, 4k, high detailed, rabbit, anthropomorphic, dressed like a samurai",
"trainset_idx": 221935
},
{
"caption": "A man holding a sign that says \"Free cereal\"",
"trainset_idx": 479870
},
{
"caption": "Pokemon Style, Penguin, Normal Type",
"trainset_idx": 343410
},
{
"caption": "ak47, studio photo",
"trainset_idx": 332094
},
{
"caption": "forgotten mother viewed leighton ernest ayrshire tog usmc,anna ancher, Katherine kollwitz, melancholia, atmospheric light",
"trainset_idx": 26664
},
{
"caption": "a 33 year old man",
"trainset_idx": 230312
},
{
"caption": "full shot, 16k, photo in full color high quality highly-detailed, very handsome beefy Malay father ]",
"trainset_idx": 207908
},
{
"caption": "masterpiece, high quality, high resolution, green hair, long hair, short hair",
"trainset_idx": 267580
},
{
"caption": "Photo of a beautiful young kerala woman in traditional Kerala saree, white saree with golden trims, malayali, professional photography, indoors",
"trainset_idx": 140972
},
{
"caption": "teen little girl showing pink",
"trainset_idx": 525689
},
{
"caption": "a woman with a queen of spades tattoo on her",
"trainset_idx": 304752
},
{
"caption": "a facebook ad for a shampoo",
"trainset_idx": 6944
},
{
"caption": "Apple introduces a VR headset.",
"trainset_idx": 554842
},
{
"caption": "a plate of bacon",
"trainset_idx": 435028
},
{
"caption": "beautiful building portrait of 18th century English manor",
"trainset_idx": 578445
},
{
"caption": "sentient pipe creature, googly eyes, amateur craft project photograph",
"trainset_idx": 325881
},
{
"caption": "Nepali village aunty boob",
"trainset_idx": 376299
},
{
"caption": "photo of a dragon cooking dinner",
"trainset_idx": 73386
},
{
"caption": "Photo bokeh dining cake cup water wine fruits woman",
"trainset_idx": 199134
},
{
"caption": "tcmparty themet gsa linden descent yale tofjan , Anna ancher, Katherine kollwitz",
"trainset_idx": 187750
},
{
"caption": "cute anime girl",
"trainset_idx": 10105
},
{
"caption": "Self aware robot",
"trainset_idx": 276183
},
{
"caption": "embodied AI celebrating the singularity event",
"trainset_idx": 361834
},
{
"caption": "Batman holding a sign that says SOON",
"trainset_idx": 142556
},
{
"caption": "a beautiful woman in a red dress holding up a sign that says \"GifCo\", she is standing on top of a huge cliff overlooking the ocean, an epic sunset is in the background, highly detailed, in focus, 50mm lens",
"trainset_idx": 539814
},
{
"caption": "20 year-old Alyssa Milano as an Elfin princess naturist in a magical mystic forest, HD 4k, sharp detail",
"trainset_idx": 195548
},
{
"caption": "realistic photo of 8 year old girl Homura Akemi, cosplay, full body",
"trainset_idx": 533490
},
{
"caption": "an image of woman swiming on the moon",
"trainset_idx": 500212
},
{
"caption": "A Chinese 20-year-old Woman, looking like Audrey Hepburn, Black hair, standing on 2023 Tokyo street, hyper realistic portrait photography, pale skin, dress, wide shot, natural lighting,",
"trainset_idx": 337675
},
{
"caption": "Steel Panther",
"trainset_idx": 62316
},
{
"caption": "Photo of a young woman enchanting in her white blouse, stands poised on a cliff's edge. Blurred forest unfurls behind her, highlighting her allure and health",
"trainset_idx": 218712
},
{
"caption": "Portrait of robocop wearing futuristic police armour in a british city in the day, intricate details, HDR, beautiful, using blue and black colours",
"trainset_idx": 515638
},
{
"caption": "Sasha Grey",
"trainset_idx": 296426
},
{
"caption": "A black and white pen drawing of a tree stump to the left with text that says \"Jacobs Leaning Post\"",
"trainset_idx": 212831
},
{
"caption": "A hyper-realistic oil painting of a majestic elephant, sitting on a branch and holding a Coca-Cola can in its trunk.",
"trainset_idx": 582841
},
{
"caption": "A turnip wearing a tiny hat and monocle, sipping tea from a tiny cup, and reading newspaper",
"trainset_idx": 339833
},
{
"caption": "Black Friday Simultaneous Arc's",
"trainset_idx": 370499
},
{
"caption": "A woman looking at you",
"trainset_idx": 346349
},
{
"caption": "toothy angry black lady emerging from a colorful swirling liquid, dark consuming void, shallow depth of field, damask wallpaper, cosmic horror, occult inspired, many eyes, many teeth fractal whisps 128K UHD",
"trainset_idx": 95377
},
{
"caption": ", fantasy, pastel, absurdist, photo, Wes anderson, superhero characters",
"trainset_idx": 298102
},
{
"caption": "a romantic gay couple of burly muscular metal androids walking in an autumn forest",
"trainset_idx": 101179
},
{
"caption": "Abraham Lincoln in the style of Max Headroom, 1980s futurism",
"trainset_idx": 281641
},
{
"caption": "Cinematographic christic-Archbishops pasolini mitre camorra Astronaut papal official leica hasselblad photograph in Vatican royal helmet gold metal scaphandre launchpad pointy oxygen hazmat gloves helmet",
"trainset_idx": 289012
},
{
"caption": "Ben Shapiro as Bilbo Baggins and Jordan Peterson as Gandalf",
"trainset_idx": 143670
},
{
"caption": "kawaii action figure of Mario Bros eating ice cream",
"trainset_idx": 513946
},
{
"caption": "Bioluminescent waterfall",
"trainset_idx": 293156
},
{
"caption": "Scene that makes a film to be for adult only with a blonde woman model laying on bed and her lover",
"trainset_idx": 140387
},
{
"caption": "My sausage is a living being. He has a face. His name's Chris",
"trainset_idx": 127557
},
{
"caption": "photo of goldilocks eating porridge",
"trainset_idx": 162588
},
{
"caption": "I hate flies in my house",
"trainset_idx": 480822
},
{
"caption": "Lalique rococo quilling spell book fantasy style",
"trainset_idx": 414025
},
{
"caption": "blonde little girl tight",
"trainset_idx": 276997
},
{
"caption": "Juan Domingo Peron riding a gorilla",
"trainset_idx": 406695
},
{
"caption": "Jerusalem mosque raining resistance army",
"trainset_idx": 162579
},
{
"caption": "a beautiful witch casting a spell",
"trainset_idx": 560913
},
{
"caption": "3 monkeys watching a movie in cinema, eating popcorns",
"trainset_idx": 160321
},
{
"caption": "Andrew w.k",
"trainset_idx": 39525
},
{
"caption": "hyperrealistic polaroid photograph, lovecraftian creature standing over a dead boy in a large bedroom, many appendages, bed, abandoned bedroom, cobwebs, bloodstains on floor, old house, large windows ,",
"trainset_idx": 143404
},
{
"caption": "Tiny cute isometric darth Vader emoji, soft smooth lighting, with soft pastel colors, 3d icon clay render, 100mm lens, 3d blender render, trending on polycount, modular constructivism, background, physically based rendering, centered",
"trainset_idx": 39402
},
{
"caption": "Basketball game",
"trainset_idx": 191915
},
{
"caption": "an anthropomorphic tiger",
"trainset_idx": 27019
},
{
"caption": "girl cosplaying as a prostitute",
"trainset_idx": 198187
},
{
"caption": "Raymond reddington action figure",
"trainset_idx": 210302
},
{
"caption": "letters made of clouds that says 'really soon' above beautiful ocean",
"trainset_idx": 27594
},
{
"caption": "A digital painting of an anthromorphic dragon wearing a medieval fantasy armor, trending on artstation, digital art",
"trainset_idx": 52676
},
{
"caption": "a man in the tar pit mid transformation into a black gooey latex lioness, award winning wildlife photograpy. Wildlife Photography, dslr, slime, goo, solo, transformation, mid transformation",
"trainset_idx": 26155
},
{
"caption": "A beautiful African website landing page, fintech",
"trainset_idx": 232863
},
{
"caption": "the god of clowns",
"trainset_idx": 394718
},
{
"caption": "A fairy godmother on the headboard of a bed",
"trainset_idx": 368676
},
{
"caption": "Photo of a laughing caveman, furs coat, wild long hair, holding a piglet",
"trainset_idx": 53270
},
{
"caption": "A very tiny kitten taking a bath in a teacup, professional poster shooting, stock footage, cinematic lighting, hd, uhd, uhdr, hdr, 8k, 35mm, ultra high quality",
"trainset_idx": 412113
},
{
"caption": "A nachtkrapp. A mythical giant, nocturnal raven-like bird with no eyes and holes in its wings.",
"trainset_idx": 189686
},
{
"caption": "Furry art , fursona , anthropomorphic , furry wolf , furry artwork , wolf head , wolf fur , furrafinity , uploaded on e621 , female wolf , hourglass body type , long loose brown hair locks , cute , attractive , black swim wear, standing , portrait , tit s",
"trainset_idx": 174737
},
{
"caption": "folklorethursday adolgravgertrude keller morning lights \ufffd, Jules Bastien-Lepage",
"trainset_idx": 1686
},
{
"caption": "cave, mine, glowing crystals, magic, fantasy, wolf, runes, water",
"trainset_idx": 33530
},
{
"caption": "fantasy art print, peaceful giant kingfisher from legend of ravaging dynasties, drawing",
"trainset_idx": 256801
},
{
"caption": "whole body young very thin woman transforming into lovecraftian creature with long thin tentacles inside big foggy room, huge room filled with tentacles, eerie light, dreamy color Bessa R2A Cinestill 800t",
"trainset_idx": 27444
},
{
"caption": "beautiful anime portrait",
"trainset_idx": 141295
},
{
"caption": "sci-fi rifle concept art, halo, mass effect",
"trainset_idx": 540303
},
{
"caption": "a hand",
"trainset_idx": 227363
},
{
"caption": "A Pixar style blue rabbit",
"trainset_idx": 177498
},
{
"caption": "maid in a skin tight outfit dusting a tv",
"trainset_idx": 67520
},
{
"caption": "Cinematographic-2024 french futuristic citycar prototype, restomod, pininfarina, secret project, preview render, unreal engine, prototype, etech, 35mm hasselblad photograph bokeh",
"trainset_idx": 31235
},
{
"caption": "Mike, PhD in math is working for Salt Security",
"trainset_idx": 107297
},
{
"caption": "Dragon",
"trainset_idx": 475218
},
{
"caption": "ill-tempered, mean, middle-aged grimy medieval englishman, low class, blushed cheeks, rats in his coat high quality digital painting",
"trainset_idx": 376365
},
{
"caption": "a vast village of treehouses connected by rope bridges with string lights at night",
"trainset_idx": 482468
},
{
"caption": "A sign that has a laughing crying emoji and says \"laugh\"",
"trainset_idx": 554303
},
{
"caption": "a shadow of a man standing in the dark, art by carne griffiths and wadim kashin",
"trainset_idx": 202500
},
{
"caption": "A whaleboat",
"trainset_idx": 39308
},
{
"caption": "Fantasy futuristic london city/giant statues, immense detail/ hyper. P\u00e5realistic, city /cyberpunk, high detail, detailed, 3d, trending on artstation, cinematic",
"trainset_idx": 402287
},
{
"caption": "a cat sitting on top of a helloween pumpkin, cementry in background, dramatic purple lighting, circle design, vector art, tshirt design",
"trainset_idx": 306315
},
{
"caption": "oil painting portrait bouguereau",
"trainset_idx": 518793
},
{
"caption": "walter white holding a sign that says \"Elder Scrolls VI\"",
"trainset_idx": 4152
},
{
"caption": "3d render of a gundam, , raytracing",
"trainset_idx": 3508
},
{
"caption": "In the rainy panoramic window,rain streams on the glass,Only silhouettes and outlines are visible outside the window,realism photos searchlights, night, I see a plane at the airport.Heavy rain on the glass Raindrops and jets on the glass",
"trainset_idx": 45667
},
{
"caption": "hatsune miku",
"trainset_idx": 328600
},
{
"caption": "dslr photo of joe biden wearing a gold chain and a long red puffer jacket,4k uhd, volumetric lighting,detailed shadows",
"trainset_idx": 75207
},
{
"caption": "masterful photo of an incredible muscular woman, muscle goddess, bigger muscles than human possible, young, massive shoulders, 8 pack abs, huge, stronger than any man, 3 meter tall,",
"trainset_idx": 93742
},
{
"caption": "Scribbled dragon",
"trainset_idx": 453263
},
{
"caption": "The excruciatingly painful and horrific experience of tree branches growing from a human body, insanely detailed, photorealistic, 8k, ultra high resolution, volumetric lighting, taken with canon, taken with nikon",
"trainset_idx": 97254
},
{
"caption": "panda, unreal engine, rtx, raytracing, photorealistic, highly detailed, majestic, dynamic lighting, intricate detail",
"trainset_idx": 410823
},
{
"caption": "an old illustration of a man in a jungle",
"trainset_idx": 511177
},
{
"caption": "bears on holiday and mgb, mallorca, 1983, polaroid photography by andrei tarkovsky",
"trainset_idx": 528559
},
{
"caption": "Red mate beautiful texture lips close up of young apealing attractive beautiful nun",
"trainset_idx": 288916
},
{
"caption": "a watercolor painting of a sea turtle, a digital painting, by Kubisi art, featured on dribbble, medib
gitextract_hwf0_9gj/
├── LICENSE
├── README.md
├── spo_training_and_inference/
│ ├── .gitignore
│ ├── README.md
│ ├── accelerate_cfg/
│ │ └── 1m4g_fp16.yaml
│ ├── assets/
│ │ └── prompts/
│ │ └── 4k_training_prompts.json
│ ├── configs/
│ │ ├── basic_config.py
│ │ ├── spo_sd-v1-5_4k-prompts_num-sam-4_10ep_bs10.py
│ │ └── spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py
│ ├── environment.yaml
│ ├── inference_scripts/
│ │ ├── inference_spo_sd-v1-5.py
│ │ └── inference_spo_sdxl.py
│ ├── spo/
│ │ ├── custom_diffusers/
│ │ │ ├── __init__.py
│ │ │ ├── ddim_seperate.py
│ │ │ ├── ddim_with_logprob.py
│ │ │ ├── multi_sample_pipeline.py
│ │ │ └── multi_sample_pipeline_sdxl.py
│ │ ├── datasets/
│ │ │ ├── __init__.py
│ │ │ ├── builder.py
│ │ │ └── prompt_dataset.py
│ │ ├── preference_models/
│ │ │ ├── __init__.py
│ │ │ ├── builder.py
│ │ │ ├── compare_funcs.py
│ │ │ ├── models/
│ │ │ │ ├── step_aware_preference_model.py
│ │ │ │ └── time_conditioned_clip.py
│ │ │ └── preference_model_fns.py
│ │ └── utils/
│ │ ├── __init__.py
│ │ ├── constants.py
│ │ └── dist_utils.py
│ └── train_scripts/
│ ├── train_spo.py
│ └── train_spo_sdxl.py
└── step_aware_preference_model/
├── .gitignore
├── README.md
├── requirements.txt
├── run_commands/
│ ├── train_spm_sd15.sh
│ └── train_spm_sdxl.sh
├── setup.py
└── trainer/
├── accelerators/
│ ├── __init__.py
│ ├── base_accelerator.py
│ ├── debug_accelerator.py
│ ├── deepspeed_accelerator.py
│ └── utils.py
├── conf/
│ ├── config.yaml
│ └── experiment/
│ ├── clip.yaml
│ └── clip_h.yaml
├── configs/
│ ├── __init__.py
│ └── configs.py
├── criterions/
│ ├── __init__.py
│ └── spm_criterion.py
├── datasetss/
│ ├── __init__.py
│ ├── base_dataset.py
│ └── pick_a_pic_spm_dataset.py
├── lr_schedulers/
│ ├── __init__.py
│ ├── constant_with_warmup.py
│ └── dummy_lr_scheduler.py
├── models/
│ ├── __init__.py
│ ├── base_model.py
│ ├── step_aware_preference_model.py
│ └── time_conditioned_clip.py
├── optimizers/
│ ├── __init__.py
│ ├── adamw.py
│ └── dummy_optimizer.py
├── scripts/
│ └── train_spm.py
├── tasks/
│ ├── __init__.py
│ ├── base_task.py
│ └── spm_task.py
└── utils/
├── __init__.py
├── batchable_ddim_scheduler.py
└── constants.py
SYMBOL INDEX (211 symbols across 38 files)
FILE: spo_training_and_inference/configs/basic_config.py
function get_config (line 3) | def get_config():
function basic_config (line 6) | def basic_config():
FILE: spo_training_and_inference/configs/spo_sd-v1-5_4k-prompts_num-sam-4_10ep_bs10.py
function get_config (line 3) | def get_config():
function exp_config (line 6) | def exp_config():
FILE: spo_training_and_inference/configs/spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py
function get_config (line 3) | def get_config():
function exp_config (line 6) | def exp_config():
FILE: spo_training_and_inference/inference_scripts/inference_spo_sd-v1-5.py
function main (line 14) | def main():
FILE: spo_training_and_inference/inference_scripts/inference_spo_sdxl.py
function main (line 14) | def main():
FILE: spo_training_and_inference/spo/custom_diffusers/ddim_seperate.py
function _left_broadcast (line 9) | def _left_broadcast(t, shape):
function _get_variance (line 13) | def _get_variance(self, timestep, prev_timestep):
function ddim_step_fetch_x0 (line 25) | def ddim_step_fetch_x0(
function ddim_step_fetch_x_t_1 (line 90) | def ddim_step_fetch_x_t_1(
FILE: spo_training_and_inference/spo/custom_diffusers/ddim_with_logprob.py
function _left_broadcast (line 9) | def _left_broadcast(t, shape):
function _get_variance (line 13) | def _get_variance(self, timestep, prev_timestep):
function ddim_step_with_logprob (line 25) | def ddim_step_with_logprob(
FILE: spo_training_and_inference/spo/custom_diffusers/multi_sample_pipeline.py
function multi_sample_pipeline (line 13) | def multi_sample_pipeline(
FILE: spo_training_and_inference/spo/custom_diffusers/multi_sample_pipeline_sdxl.py
function multi_sample_pipeline_sdxl (line 20) | def multi_sample_pipeline_sdxl(
FILE: spo_training_and_inference/spo/datasets/builder.py
function build_dataset (line 5) | def build_dataset(cfg):
FILE: spo_training_and_inference/spo/datasets/prompt_dataset.py
class PromptDataset (line 13) | class PromptDataset(Dataset):
method __init__ (line 14) | def __init__(self, meta_json_path, pretrained_tokenzier_path, caption_...
method __len__ (line 23) | def __len__(self):
method __getitem__ (line 26) | def __getitem__(self, idx):
method collate_fn (line 45) | def collate_fn(examples, tokenizer):
method sdxl_collate_fn (line 67) | def sdxl_collate_fn(examples, tokenizer, tokenizer_2):
FILE: spo_training_and_inference/spo/preference_models/builder.py
function get_compare_func (line 7) | def get_compare_func(compare_func_cfg):
function get_preference_model_func (line 14) | def get_preference_model_func(cfg, device):
FILE: spo_training_and_inference/spo/preference_models/compare_funcs.py
function preference_score_compare (line 5) | def preference_score_compare(scores, threshold):
FILE: spo_training_and_inference/spo/preference_models/models/step_aware_preference_model.py
class StepAwarePreferenceModel (line 14) | class StepAwarePreferenceModel(nn.Module):
method __init__ (line 15) | def __init__(
method get_text_features (line 52) | def get_text_features(self, *args, **kwargs):
method get_image_features (line 55) | def get_image_features(self, *args, **kwargs):
method forward (line 58) | def forward(self, text_inputs=None, image_inputs=None, time_cond=None):
method logit_scale (line 67) | def logit_scale(self):
method get_preference_score (line 70) | def get_preference_score(self, images, input_ids, timesteps):
FILE: spo_training_and_inference/spo/preference_models/models/time_conditioned_clip.py
function modulate (line 31) | def modulate(x, shift, scale):
class TimeConditionedCLIPEncoderLayer (line 35) | class TimeConditionedCLIPEncoderLayer(CLIPEncoderLayer):
method __init__ (line 36) | def __init__(self, config: CLIPConfig):
method forward (line 58) | def forward(
class TimeConditionedCLIPEncoder (line 106) | class TimeConditionedCLIPEncoder(CLIPEncoder):
method __init__ (line 107) | def __init__(self, config: CLIPConfig):
method forward (line 113) | def forward(
class TimeConditionedCLIPVisionTransformer (line 204) | class TimeConditionedCLIPVisionTransformer(CLIPVisionTransformer):
method __init__ (line 205) | def __init__(self, config: CLIPVisionConfig):
method forward (line 223) | def forward(
class TimestepEmbedder (line 273) | class TimestepEmbedder(nn.Module):
method __init__ (line 277) | def __init__(self, hidden_size, frequency_embedding_size=256):
method timestep_embedding (line 287) | def timestep_embedding(t, dim, max_period=10000):
method forward (line 307) | def forward(self, t):
class HFTimeConditionedCLIPModel (line 314) | class HFTimeConditionedCLIPModel(CLIPModel):
method __init__ (line 315) | def __init__(self, config: CLIPConfig):
method get_image_features (line 354) | def get_image_features(
method forward (line 411) | def forward(
FILE: spo_training_and_inference/spo/preference_models/preference_model_fns.py
function step_aware_preference_model_func_builder (line 7) | def step_aware_preference_model_func_builder(cfg):
FILE: spo_training_and_inference/spo/utils/dist_utils.py
function gather_tensor_with_diff_shape (line 4) | def gather_tensor_with_diff_shape(input_tensor, primary_dim_size_list):
FILE: spo_training_and_inference/train_scripts/train_spo.py
function main (line 58) | def main(_):
FILE: spo_training_and_inference/train_scripts/train_spo_sdxl.py
function main (line 58) | def main(_):
FILE: step_aware_preference_model/trainer/accelerators/base_accelerator.py
function debug (line 28) | def debug(port):
class DebugConfig (line 35) | class DebugConfig:
class TrainingMode (line 40) | class TrainingMode(BaseEnum):
class MetricMode (line 45) | class MetricMode(BaseEnum):
class BaseAcceleratorConfig (line 51) | class BaseAcceleratorConfig:
class BaseAccelerator (line 75) | class BaseAccelerator(abc.ABC):
method __init__ (line 77) | def __init__(self, cfg: BaseAcceleratorConfig):
method post_init (line 91) | def post_init(self):
method set_logging_level (line 97) | def set_logging_level(self):
method debug (line 105) | def debug(self):
method set_seed (line 109) | def set_seed(self):
method prepare (line 113) | def prepare(self, *args, device_placement=None):
method get_latest_checkpoint (line 116) | def get_latest_checkpoint(self):
method load_state_if_needed (line 125) | def load_state_if_needed(self):
method is_main_process (line 143) | def is_main_process(self):
method num_processes (line 147) | def num_processes(self):
method pre_training_log (line 150) | def pre_training_log(self, cfg: DictConfig):
method init_training (line 165) | def init_training(self, cfg: DictConfig):
method should_skip (line 184) | def should_skip(self, epoch, step):
method update_progbar_step (line 193) | def update_progbar_step(self):
method log (line 196) | def log(self, data):
method recalc_train_length_after_prepare (line 200) | def recalc_train_length_after_prepare(self, num_batches):
method accumulate (line 208) | def accumulate(self, model):
method gather (line 211) | def gather(self, data):
method sync_gradients (line 215) | def sync_gradients(self):
method update_step_loss (line 218) | def update_step_loss(self, loss):
method update_global_step (line 221) | def update_global_step(self, loss):
method get_allocated_cuda_memory (line 231) | def get_allocated_cuda_memory(self):
method update_step (line 234) | def update_step(self, loss, lr):
method wait_for_everyone (line 249) | def wait_for_everyone(self):
method update_epoch (line 252) | def update_epoch(self):
method update_metrics (line 259) | def update_metrics(self, metrics):
method end_training (line 264) | def end_training(self):
method unwrap_and_save (line 268) | def unwrap_and_save(self, model):
method should_end (line 278) | def should_end(self):
method backward (line 281) | def backward(self, loss):
method clip_grad_norm_ (line 284) | def clip_grad_norm_(self, params):
method should_eval (line 287) | def should_eval(self):
method should_save (line 296) | def should_save(self):
method training_stage (line 300) | def training_stage(self):
method save_training_stage (line 310) | def save_training_stage(self, save_dir):
method save_checkpoint (line 313) | def save_checkpoint(self):
method gradient_state (line 334) | def gradient_state(self):
method get_all_ckpts (line 337) | def get_all_ckpts(self):
method load_best_checkpoint (line 340) | def load_best_checkpoint(self):
method device (line 362) | def device(self):
method cleanup_checkpoints (line 365) | def cleanup_checkpoints(self):
method get_ckpts_to_delete (line 384) | def get_ckpts_to_delete(self):
FILE: step_aware_preference_model/trainer/accelerators/debug_accelerator.py
class DebugAcceleratorConfig (line 7) | class DebugAcceleratorConfig(BaseAcceleratorConfig):
class DebugAccelerator (line 11) | class DebugAccelerator(BaseAccelerator):
method __init__ (line 12) | def __init__(self, cfg: DebugAcceleratorConfig):
FILE: step_aware_preference_model/trainer/accelerators/deepspeed_accelerator.py
class MixedPrecisionConfig (line 14) | class MixedPrecisionConfig:
class DeepSpeedConfig (line 19) | class DeepSpeedConfig:
class DeepSpeedAcceleratorConfig (line 59) | class DeepSpeedAcceleratorConfig(BaseAcceleratorConfig):
class DeepSpeedAccelerator (line 67) | class DeepSpeedAccelerator(BaseAccelerator):
method __init__ (line 68) | def __init__(self, cfg: DeepSpeedAcceleratorConfig):
method set_mixed_precision (line 86) | def set_mixed_precision(self):
method prepare (line 97) | def prepare(self, *args, device_placement=None):
FILE: step_aware_preference_model/trainer/accelerators/utils.py
function nvidia_smi_gpu_memory_stats (line 12) | def nvidia_smi_gpu_memory_stats():
function get_nvidia_smi_gpu_memory_stats_str (line 42) | def get_nvidia_smi_gpu_memory_stats_str():
function print_config (line 46) | def print_config(cfg: DictConfig):
function _flatten_dict (line 60) | def _flatten_dict(params: MutableMapping, delimiter: str = "/", parent_k...
FILE: step_aware_preference_model/trainer/configs/configs.py
function _locate (line 18) | def _locate(path: str) -> Any:
function instantiate_with_cfg (line 72) | def instantiate_with_cfg(cfg: DictConfig, **kwargs):
class DebugConfig (line 89) | class DebugConfig:
class TrainerConfig (line 95) | class TrainerConfig:
FILE: step_aware_preference_model/trainer/criterions/spm_criterion.py
class SPMCriterionConfig (line 8) | class SPMCriterionConfig:
class SPMCriterion (line 23) | class SPMCriterion(_Loss):
method __init__ (line 24) | def __init__(self, cfg: SPMCriterionConfig):
method get_features (line 29) | def get_features(
method gather_features (line 49) | def gather_features(features):
method calc_loss (line 53) | def calc_loss(
method forward (line 134) | def forward(self, model, batch):
FILE: step_aware_preference_model/trainer/datasetss/base_dataset.py
class BaseDatasetConfig (line 7) | class BaseDatasetConfig:
class BaseDataset (line 16) | class BaseDataset(torch.utils.data.Dataset):
FILE: step_aware_preference_model/trainer/datasetss/pick_a_pic_spm_dataset.py
function general_collate (line 29) | def general_collate(batch, column_name):
class ProcessorConfig (line 36) | class ProcessorConfig:
class PickaPicSPMDatasetConfig (line 42) | class PickaPicSPMDatasetConfig(BaseDatasetConfig):
class PickaPicSPMDataset (line 92) | class PickaPicSPMDataset(BaseDataset):
method __init__ (line 94) | def __init__(self, cfg: PickaPicSPMDatasetConfig, split: str = "train"):
method load_hf_dataset (line 190) | def load_hf_dataset(self, split: str) -> Dataset:
method tokenize (line 202) | def tokenize(self, example):
method process_image (line 213) | def process_image(self, image):
method __getitem__ (line 224) | def __getitem__(self, idx):
method collate_fn (line 292) | def collate_fn(self, batch):
method __len__ (line 330) | def __len__(self):
FILE: step_aware_preference_model/trainer/lr_schedulers/constant_with_warmup.py
class ConstantWithWarmupLRSchedulerConfig (line 8) | class ConstantWithWarmupLRSchedulerConfig:
function instantiate_dummy_lr_scheduler (line 15) | def instantiate_dummy_lr_scheduler(cfg: ConstantWithWarmupLRSchedulerCon...
FILE: step_aware_preference_model/trainer/lr_schedulers/dummy_lr_scheduler.py
class DummyLRSchedulerConfig (line 17) | class DummyLRSchedulerConfig:
function instantiate_dummy_lr_scheduler (line 24) | def instantiate_dummy_lr_scheduler(cfg: DummyLRSchedulerConfig, optimizer):
FILE: step_aware_preference_model/trainer/models/base_model.py
class BaseModelConfig (line 6) | class BaseModelConfig:
FILE: step_aware_preference_model/trainer/models/step_aware_preference_model.py
class StepAwarePreferenceModelConfig (line 11) | class StepAwarePreferenceModelConfig(BaseModelConfig):
class StepAwarePreferenceModel (line 18) | class StepAwarePreferenceModel(nn.Module):
method __init__ (line 19) | def __init__(self, cfg: StepAwarePreferenceModelConfig):
method get_text_features (line 26) | def get_text_features(self, *args, **kwargs):
method get_image_features (line 29) | def get_image_features(self, *args, **kwargs):
method forward (line 32) | def forward(self, text_inputs=None, image_inputs=None, time_cond=None):
method init_adaln_paras (line 40) | def init_adaln_paras(self):
method logit_scale (line 59) | def logit_scale(self):
method save (line 62) | def save(self, path):
FILE: step_aware_preference_model/trainer/models/time_conditioned_clip.py
function modulate (line 31) | def modulate(x, shift, scale):
class TimeConditionedCLIPEncoderLayer (line 35) | class TimeConditionedCLIPEncoderLayer(CLIPEncoderLayer):
method __init__ (line 36) | def __init__(self, config: CLIPConfig):
method forward (line 58) | def forward(
class TimeConditionedCLIPEncoder (line 106) | class TimeConditionedCLIPEncoder(CLIPEncoder):
method __init__ (line 107) | def __init__(self, config: CLIPConfig):
method forward (line 113) | def forward(
class TimeConditionedCLIPVisionTransformer (line 204) | class TimeConditionedCLIPVisionTransformer(CLIPVisionTransformer):
method __init__ (line 205) | def __init__(self, config: CLIPVisionConfig):
method forward (line 223) | def forward(
class TimestepEmbedder (line 273) | class TimestepEmbedder(nn.Module):
method __init__ (line 277) | def __init__(self, hidden_size, frequency_embedding_size=256):
method timestep_embedding (line 287) | def timestep_embedding(t, dim, max_period=10000):
method forward (line 307) | def forward(self, t):
class HFTimeConditionedCLIPModel (line 314) | class HFTimeConditionedCLIPModel(CLIPModel):
method __init__ (line 315) | def __init__(self, config: CLIPConfig):
method get_image_features (line 354) | def get_image_features(
method forward (line 411) | def forward(
FILE: step_aware_preference_model/trainer/optimizers/adamw.py
class AdamWOptimizerConfig (line 5) | class AdamWOptimizerConfig:
FILE: step_aware_preference_model/trainer/optimizers/dummy_optimizer.py
class DummyOptimizerConfig (line 6) | class DummyOptimizerConfig:
class BaseDummyOptim (line 14) | class BaseDummyOptim(DummyOptim):
method __init__ (line 15) | def __init__(self, model, lr=0.001, weight_decay=0, **kwargs):
FILE: step_aware_preference_model/trainer/scripts/train_spm.py
function load_dataloaders (line 20) | def load_dataloaders(cfg: DictConfig) -> Any:
function load_optimizer (line 35) | def load_optimizer(cfg: DictConfig, model: nn.Module):
function load_scheduler (line 40) | def load_scheduler(cfg: DictConfig, optimizer):
function load_task (line 45) | def load_task(cfg: DictConfig, accelerator: BaseAccelerator):
function verify_or_write_config (line 50) | def verify_or_write_config(cfg: TrainerConfig):
function main (line 63) | def main(cfg: TrainerConfig) -> None:
FILE: step_aware_preference_model/trainer/tasks/base_task.py
function flatten (line 11) | def flatten(list_of_lists):
class BaseTaskConfig (line 16) | class BaseTaskConfig:
class BaseTask (line 21) | class BaseTask:
method __init__ (line 23) | def __init__(self, cfg: BaseTaskConfig, accelerator):
method train_step (line 27) | def train_step(self, model, criterion, batch):
method valid_step (line 30) | def valid_step(self, model, criterion, batch):
method evaluate (line 33) | def evaluate(self, model, criterion, dataloader):
method log_to_wandb (line 36) | def log_to_wandb(self, eval_dict, table_name="test_predictions"):
method gather_iterable (line 55) | def gather_iterable(it, num_processes):
method valid_step (line 61) | def valid_step(self, model, criterion, batch):
method gather_dict (line 65) | def gather_dict(self, eval_dict):
FILE: step_aware_preference_model/trainer/tasks/spm_task.py
function numpy_to_pil (line 31) | def numpy_to_pil(images):
class SPMTaskConfig (line 37) | class SPMTaskConfig(BaseTaskConfig):
class SPMTask (line 69) | class SPMTask(BaseTask):
method __init__ (line 70) | def __init__(self, cfg: SPMTaskConfig, accelerator: BaseAccelerator):
method train_step (line 173) | def train_step(self, model, criterion, batch):
method features2probs (line 218) | def features2probs(model, text_features, image_0_features, image_1_fea...
method valid_step (line 229) | def valid_step(self, model, criterion, batch):
method pixel_values_to_pil_images (line 240) | def pixel_values_to_pil_images(pixel_values):
method run_inference (line 246) | def run_inference(self, model, criterion, dataloader, t):
method evaluate (line 307) | def evaluate(self, model, criterion, dataloader):
method get_noised_imgs (line 320) | def get_noised_imgs(self, batch, timesteps):
method update_as_pickscore_label (line 424) | def update_as_pickscore_label(self, batch, threshold=0.1):
method sdxl_encode_prompt_embeds (line 485) | def sdxl_encode_prompt_embeds(text_encoders, text_input_ids_list):
FILE: step_aware_preference_model/trainer/utils/batchable_ddim_scheduler.py
class BatchableDDIMScheduler (line 11) | class BatchableDDIMScheduler(DDIMScheduler):
method _get_variance (line 12) | def _get_variance(self, timestep, prev_timestep):
method step (line 25) | def step(
Condensed preview — 69 files, each showing path, character count, and a content snippet. Download the .json file or copy for the full structured content (954K chars).
[
{
"path": "LICENSE",
"chars": 1056,
"preview": "MIT License\n\nCopyright (c) 2021\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this so"
},
{
"path": "README.md",
"chars": 6729,
"preview": "<div align=\"center\">\n\n# Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference O"
},
{
"path": "spo_training_and_inference/.gitignore",
"chars": 863,
"preview": "# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.so\n\n# Distribution / packagi"
},
{
"path": "spo_training_and_inference/README.md",
"chars": 3763,
"preview": "# SPO Training and Inference Code\n\nThis folder contains the code for SPO training and inference.\n\n## Installation\n1. Pul"
},
{
"path": "spo_training_and_inference/accelerate_cfg/1m4g_fp16.yaml",
"chars": 323,
"preview": "compute_environment: LOCAL_MACHINE\ndebug: false\ndistributed_type: MULTI_GPU\ndowncast_bf16: 'no'\ngpu_ids: 0,1,2,3\nmachine"
},
{
"path": "spo_training_and_inference/assets/prompts/4k_training_prompts.json",
"chars": 604288,
"preview": "[\n {\n \"caption\": \"a cat driving a nuke\",\n \"trainset_idx\": 215221\n },\n {\n \"caption\": \"she w"
},
{
"path": "spo_training_and_inference/configs/basic_config.py",
"chars": 4431,
"preview": "import ml_collections\n\ndef get_config():\n return basic_config()\n\ndef basic_config():\n config = ml_collections.Conf"
},
{
"path": "spo_training_and_inference/configs/spo_sd-v1-5_4k-prompts_num-sam-4_10ep_bs10.py",
"chars": 324,
"preview": "from configs.basic_config import basic_config\n\ndef get_config():\n return exp_config()\n\ndef exp_config():\n config ="
},
{
"path": "spo_training_and_inference/configs/spo_sdxl_4k-prompts_num-sam-2_3-is_10ep_bs2_gradacc2.py",
"chars": 929,
"preview": "from configs.basic_config import basic_config\n\ndef get_config():\n return exp_config()\n\ndef exp_config():\n config ="
},
{
"path": "spo_training_and_inference/environment.yaml",
"chars": 4466,
"preview": "name: spo\nchannels:\n - defaults\ndependencies:\n - python=3.10.13\n - pip\n - pip:\n - torch==2.3.0\n - torchela"
},
{
"path": "spo_training_and_inference/inference_scripts/inference_spo_sd-v1-5.py",
"chars": 1529,
"preview": "import argparse\nimport os.path as osp\nimport sys\n# Add the project directory to the Python path to simplify imports with"
},
{
"path": "spo_training_and_inference/inference_scripts/inference_spo_sdxl.py",
"chars": 1750,
"preview": "import argparse\nimport os.path as osp\nimport sys\n# Add the project directory to the Python path to simplify imports with"
},
{
"path": "spo_training_and_inference/spo/custom_diffusers/__init__.py",
"chars": 286,
"preview": "from .multi_sample_pipeline import multi_sample_pipeline\nfrom .multi_sample_pipeline_sdxl import multi_sample_pipeline_s"
},
{
"path": "spo_training_and_inference/spo/custom_diffusers/ddim_seperate.py",
"chars": 5266,
"preview": "from typing import Tuple, Union\n\nimport torch\n\nfrom diffusers.utils.torch_utils import randn_tensor\nfrom diffusers.sched"
},
{
"path": "spo_training_and_inference/spo/custom_diffusers/ddim_with_logprob.py",
"chars": 5562,
"preview": "from typing import Optional, Tuple, Union\n\nimport math\nimport torch\n\nfrom diffusers.utils.torch_utils import randn_tenso"
},
{
"path": "spo_training_and_inference/spo/custom_diffusers/multi_sample_pipeline.py",
"chars": 13480,
"preview": "from typing import Any, Callable, Dict, List, Optional, Union\n\nimport torch\n\nfrom diffusers.pipelines.stable_diffusion.p"
},
{
"path": "spo_training_and_inference/spo/custom_diffusers/multi_sample_pipeline_sdxl.py",
"chars": 23573,
"preview": "from typing import Any, Callable, Dict, List, Optional, Union, Tuple\n\nimport torch\n\nfrom diffusers.pipelines.stable_diff"
},
{
"path": "spo_training_and_inference/spo/datasets/__init__.py",
"chars": 160,
"preview": "from .builder import build_dataset, DATASETS\nfrom .prompt_dataset import PromptDataset\n\n__all__ = [\n 'DATASETS',\n "
},
{
"path": "spo_training_and_inference/spo/datasets/builder.py",
"chars": 144,
"preview": "from mmengine import Registry, build_from_cfg\n\nDATASETS = Registry('dataset')\n\ndef build_dataset(cfg):\n return build_"
},
{
"path": "spo_training_and_inference/spo/datasets/prompt_dataset.py",
"chars": 2968,
"preview": "import json\n\nimport torch\nfrom torch.utils.data import Dataset\n\nfrom transformers import AutoTokenizer\n\nfrom .builder im"
},
{
"path": "spo_training_and_inference/spo/preference_models/__init__.py",
"chars": 470,
"preview": "from .builder import (\n COMPARE_FUNCS,\n PREFERENCE_MODEL_FUNC_BUILDERS,\n get_compare_func,\n get_preference_m"
},
{
"path": "spo_training_and_inference/spo/preference_models/builder.py",
"chars": 686,
"preview": "from functools import partial\nfrom mmengine import Registry\n\nCOMPARE_FUNCS = Registry('compare_funcs')\nPREFERENCE_MODEL_"
},
{
"path": "spo_training_and_inference/spo/preference_models/compare_funcs.py",
"chars": 441,
"preview": "import torch\nfrom .builder import COMPARE_FUNCS\n\n@COMPARE_FUNCS.register_module()\ndef preference_score_compare(scores, t"
},
{
"path": "spo_training_and_inference/spo/preference_models/models/step_aware_preference_model.py",
"chars": 4077,
"preview": "import torch\nfrom torch import nn\nimport torch.nn.functional as F\nfrom torchvision import transforms\nfrom transformers i"
},
{
"path": "spo_training_and_inference/spo/preference_models/models/time_conditioned_clip.py",
"chars": 20696,
"preview": "from typing import Optional, Tuple, Union\nimport math\n\nimport torch\nimport torch.nn as nn\n\nfrom transformers.models.clip"
},
{
"path": "spo_training_and_inference/spo/preference_models/preference_model_fns.py",
"chars": 932,
"preview": "import torch\n\nfrom .builder import PREFERENCE_MODEL_FUNC_BUILDERS\nfrom .models.step_aware_preference_model import StepAw"
},
{
"path": "spo_training_and_inference/spo/utils/__init__.py",
"chars": 217,
"preview": "from .constants import huggingface_cache_dir, UNET_CKPT_NAME\nfrom .dist_utils import gather_tensor_with_diff_shape\n\n__al"
},
{
"path": "spo_training_and_inference/spo/utils/constants.py",
"chars": 106,
"preview": "import os\n\nhuggingface_cache_dir = os.environ.get('HUGGING_FACE_CACHE_DIR', None)\nUNET_CKPT_NAME = \"unet\"\n"
},
{
"path": "spo_training_and_inference/spo/utils/dist_utils.py",
"chars": 449,
"preview": "import torch\nimport torch.distributed as dist\n\ndef gather_tensor_with_diff_shape(input_tensor, primary_dim_size_list):\n "
},
{
"path": "spo_training_and_inference/train_scripts/train_spo.py",
"chars": 32515,
"preview": "from functools import partial\nimport os\nimport os.path as osp\nimport sys\n# Add the project directory to the Python path "
},
{
"path": "spo_training_and_inference/train_scripts/train_spo_sdxl.py",
"chars": 36909,
"preview": "from functools import partial\nimport os\nimport os.path as osp\nimport sys\n# Add the project directory to the Python path "
},
{
"path": "step_aware_preference_model/.gitignore",
"chars": 1410,
"preview": "# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.so\n\n# Distribution / packagi"
},
{
"path": "step_aware_preference_model/README.md",
"chars": 2338,
"preview": "# Step-Aware Preference Model Training Code\n\nThis folder contains the code for training the **step-aware preference mode"
},
{
"path": "step_aware_preference_model/requirements.txt",
"chars": 233,
"preview": "accelerate @ git+https://github.com/huggingface/accelerate.git@d1aa558119859c4b205a324afabaecabd9ef375e\ndatasets==2.10.1"
},
{
"path": "step_aware_preference_model/run_commands/train_spm_sd15.sh",
"chars": 173,
"preview": "PYTHONPATH=$(pwd) accelerate launch --dynamo_backend no --gpu_ids all \\\n--num_processes 4 --num_machines 1 --use_deepspe"
},
{
"path": "step_aware_preference_model/run_commands/train_spm_sdxl.sh",
"chars": 304,
"preview": "PYTHONPATH=$(pwd) accelerate launch --dynamo_backend no --gpu_ids all \\\n--num_processes 4 --num_machines 1 --use_deepspe"
},
{
"path": "step_aware_preference_model/setup.py",
"chars": 107,
"preview": "from setuptools import setup, find_packages\n\nsetup(name='trainer', version='1.0', packages=find_packages())"
},
{
"path": "step_aware_preference_model/trainer/accelerators/__init__.py",
"chars": 725,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.accelerators.debug_accelerator import DebugAcceleratorConf"
},
{
"path": "step_aware_preference_model/trainer/accelerators/base_accelerator.py",
"chars": 15370,
"preview": "import abc\nimport hashlib\nimport json\nimport math\nimport os\nimport os.path as osp\nimport shutil\nfrom dataclasses import "
},
{
"path": "step_aware_preference_model/trainer/accelerators/debug_accelerator.py",
"chars": 747,
"preview": "from dataclasses import dataclass\nfrom accelerate import Accelerator\nfrom trainer.accelerators.base_accelerator import B"
},
{
"path": "step_aware_preference_model/trainer/accelerators/deepspeed_accelerator.py",
"chars": 4024,
"preview": "import os\nfrom dataclasses import dataclass, field\nfrom typing import Any\n\nimport torch\nfrom accelerate.utils import Pre"
},
{
"path": "step_aware_preference_model/trainer/accelerators/utils.py",
"chars": 2336,
"preview": "import subprocess\nfrom typing import MutableMapping, Any, Dict\n\nimport rich.tree\nimport rich.syntax\nfrom accelerate.logg"
},
{
"path": "step_aware_preference_model/trainer/conf/config.yaml",
"chars": 101,
"preview": "defaults:\n - base_config\n - _self_\n\nhydra:\n run:\n dir: .\n\ndebug:\n activate: false\n port: 5900"
},
{
"path": "step_aware_preference_model/trainer/conf/experiment/clip.yaml",
"chars": 167,
"preview": "# @package _global_\n\noutput_dir: outputs/${accelerator.project_name}/clip\n\ndataset:\n batch_size: 16\n\naccelerator:\n mix"
},
{
"path": "step_aware_preference_model/trainer/conf/experiment/clip_h.yaml",
"chars": 207,
"preview": "# @package _global_\n\ndefaults:\n - /experiment/clip\n\naccelerator:\n project_name: spm_training\n\noutput_dir: work_dirs/sd"
},
{
"path": "step_aware_preference_model/trainer/configs/__init__.py",
"chars": 177,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.configs.configs import TrainerConfig\n\ncs = ConfigStore.ins"
},
{
"path": "step_aware_preference_model/trainer/configs/configs.py",
"chars": 3394,
"preview": "from dataclasses import dataclass, field\nfrom typing import List, Any\n\nfrom omegaconf import DictConfig, MISSING\n\nimport"
},
{
"path": "step_aware_preference_model/trainer/criterions/__init__.py",
"chars": 207,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.criterions.spm_criterion import SPMCriterionConfig\n\ncs = C"
},
{
"path": "step_aware_preference_model/trainer/criterions/spm_criterion.py",
"chars": 6604,
"preview": "from dataclasses import dataclass\nimport torch\nfrom omegaconf import II\nfrom torch.nn.modules.loss import _Loss\n\n\n@datac"
},
{
"path": "step_aware_preference_model/trainer/datasetss/__init__.py",
"chars": 393,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.datasetss.pick_a_pic_spm_dataset import (\n pick_a_pic_s"
},
{
"path": "step_aware_preference_model/trainer/datasetss/base_dataset.py",
"chars": 298,
"preview": "from dataclasses import dataclass\n\nimport torch\n\n\n@dataclass\nclass BaseDatasetConfig:\n train_split_name: str = \"train"
},
{
"path": "step_aware_preference_model/trainer/datasetss/pick_a_pic_spm_dataset.py",
"chars": 14716,
"preview": "from dataclasses import dataclass\nfrom io import BytesIO\nfrom typing import Optional\n\nimport torch\nfrom torchvision impo"
},
{
"path": "step_aware_preference_model/trainer/lr_schedulers/__init__.py",
"chars": 421,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.lr_schedulers.constant_with_warmup import ConstantWithWarm"
},
{
"path": "step_aware_preference_model/trainer/lr_schedulers/constant_with_warmup.py",
"chars": 600,
"preview": "from dataclasses import dataclass\n\nfrom omegaconf import II\nfrom transformers import get_constant_schedule_with_warmup\n\n"
},
{
"path": "step_aware_preference_model/trainer/lr_schedulers/dummy_lr_scheduler.py",
"chars": 911,
"preview": "from dataclasses import dataclass\n\nimport torch\nfrom accelerate.utils import DummyScheduler\nfrom hydra.utils import inst"
},
{
"path": "step_aware_preference_model/trainer/models/__init__.py",
"chars": 237,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.models.step_aware_preference_model import StepAwarePrefere"
},
{
"path": "step_aware_preference_model/trainer/models/base_model.py",
"chars": 80,
"preview": "from dataclasses import dataclass\n\n\n\n@dataclass\nclass BaseModelConfig:\n pass\n"
},
{
"path": "step_aware_preference_model/trainer/models/step_aware_preference_model.py",
"chars": 2627,
"preview": "from dataclasses import dataclass\n\nimport torch\nfrom torch import nn\n\nfrom trainer.models.base_model import BaseModelCon"
},
{
"path": "step_aware_preference_model/trainer/models/time_conditioned_clip.py",
"chars": 20696,
"preview": "from typing import Optional, Tuple, Union\nimport math\n\nimport torch\nimport torch.nn as nn\n\nfrom transformers.models.clip"
},
{
"path": "step_aware_preference_model/trainer/optimizers/__init__.py",
"chars": 567,
"preview": "from hydra.core.config_store import ConfigStore\n\nfrom trainer.optimizers.adamw import AdamWOptimizerConfig\nfrom trainer."
},
{
"path": "step_aware_preference_model/trainer/optimizers/adamw.py",
"chars": 143,
"preview": "from dataclasses import dataclass\n\n\n@dataclass\nclass AdamWOptimizerConfig:\n _target_: str = \"torch.optim.adamw.AdamW\""
},
{
"path": "step_aware_preference_model/trainer/optimizers/dummy_optimizer.py",
"chars": 612,
"preview": "from dataclasses import dataclass\nfrom accelerate.utils import DummyOptim\n\n\n@dataclass\nclass DummyOptimizerConfig:\n _"
},
{
"path": "step_aware_preference_model/trainer/scripts/train_spm.py",
"chars": 6715,
"preview": "import os\nimport os.path as osp\nfrom typing import Any\n\nimport hydra\nimport torch\nfrom hydra.utils import instantiate\nfr"
},
{
"path": "step_aware_preference_model/trainer/tasks/__init__.py",
"chars": 292,
"preview": "\nfrom hydra.core.config_store import ConfigStore\n\nfrom trainer.tasks.spm_task import (\n sd15_spm_task_cfg,\n sdxl_s"
},
{
"path": "step_aware_preference_model/trainer/tasks/base_task.py",
"chars": 2326,
"preview": "from dataclasses import dataclass\n\nimport torch\nfrom PIL import Image\nfrom accelerate.logging import get_logger\nfrom acc"
},
{
"path": "step_aware_preference_model/trainer/tasks/spm_task.py",
"chars": 21162,
"preview": "import collections\nfrom dataclasses import dataclass\n\nfrom PIL import Image\nimport torch\nimport torch.nn.functional as F"
},
{
"path": "step_aware_preference_model/trainer/utils/__init__.py",
"chars": 0,
"preview": ""
},
{
"path": "step_aware_preference_model/trainer/utils/batchable_ddim_scheduler.py",
"chars": 7508,
"preview": "from typing import Optional, Tuple, Union\nfrom diffusers import DDIMScheduler\nimport torch\nfrom diffusers.schedulers.sch"
},
{
"path": "step_aware_preference_model/trainer/utils/constants.py",
"chars": 328,
"preview": "import os\n\nhuggingface_cache_dir = os.environ.get('HUGGING_FACE_CACHE_DIR', None)\nsd15_huggingface_path = 'runwayml/stab"
}
]
About this extraction
This page contains the full source code of the RockeyCoss/SPO GitHub repository, extracted and formatted as plain text for AI agents and large language models (LLMs). The extraction includes 69 files (877.6 KB), approximately 226.2k tokens, and a symbol index with 211 extracted functions, classes, methods, constants, and types. Use this with OpenClaw, Claude, ChatGPT, Cursor, Windsurf, or any other AI tool that accepts text input. You can copy the full output to your clipboard or download it as a .txt file.
Extracted by GitExtract — free GitHub repo to text converter for AI. Built by Nikandr Surkov.