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e621-rising-v3
hearmeneigh/e621-rising-v3
e621-rising-v3 is a text-to-image model from hearmeneigh. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as mit.
<div style='background: ffeef1; border: 1px solid fd91a4; padding:1em; border-radius:3px; margin-bottom:2em;' <h3 style='margin:0'NSFW</h3 <p style='margin:0'This model is not suitable for use by minors. The model can…
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.safetensors12.1 GB · 100%
At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- mit
- Access
- Public
- Created
- Oct 22, 2023
- Updated
- Dec 20, 2023
- SHA
- 7183029e
Model card
From the Hugging Face model README
<div style='background: #ffeef1; border: 1px solid #fd91a4; padding:1em; border-radius:3px; margin-bottom:2em;'>
<h3 style='margin:0'>NSFW</h3>
<p style='margin:0'>This model is not suitable for use by minors. The model can and will produce X-rated/NFSW content.</p>
</div>
<div style='background: #eefaff; border: 1px solid #91cefd; padding:1em; border-radius:3px; margin-bottom:2em;'>
<h1 style='margin:0'>Quickstart</h1>
<div style='margin:0; margin-top: 1em; margin-left:1em;'>
<h3 style='margin:0'>Downloads</h3>
<div style="margin-left: 1em;">
<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.fp16.safetensors" style="text-decoration: none !important;">
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</a>
<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.fp16.safetensors" style="text-decoration: underline">Checkpoint</a>
<small style='padding-left: 0.5em'>
(<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.safetensors">fp32</a> |
<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.fp16.safetensors">fp16</a> |
<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.bf16.safetensors">bf16</a>)
</small>
<br />
<a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/rising-v3.csv" style="text-decoration: none !important">
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</a>
<a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/rising-v3.csv">Tag Autocomplete CSV</a>
<br />
<a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/e621-rising-v3.comfuyi.json?download=true" style="text-decoration: none !important">
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</a>
<a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/e621-rising-v3.comfuyi.json?download=true">ComfyUI Workflow</a>
</div>
<h3 style='margin:0; margin-top: 1em;'>Reference</h3>
<div style='margin-left: 1em;'>
• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/INSTALL.md">Installation instructions</a>
<br />
• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/CHANGELOG.md">What's new in v3?</a>
<br />
• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/PROMPT-EXAMPLES.md" style='display: inline-block; margin-top:0.5em'>Prompt examples</a>
<br />
• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/PROMPT-GUIDE.md">Prompt guide</a>
<br />
• <a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-name.json" style='display: inline-block; margin-top:0.5em'>Tag list</a>
<br />
• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/AUTOCOMPLETE.md">Tag autocomplete guide</a>
</div>
</div>
</div>
E621 Rising V3 (SDXL)
- Furry / anthro base model trained with images (mainly) from E621
- Guaranteed NSFW or your money back
- Stable Diffusion XL 1.0 base model:
1024x1024px- Trained with 11 epochs of 280,000 images each
- Finetuned with 23 epochs of 40,000 images each
- Compatible with:
- Fully open source crawl, dataset, curation, and training process:
- Use these tools to train your own version with your own dataset!
- Configuration
- Toolchain
- Dataset
Examples
For more examples, continue here.
<img src='https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/examples/singles/03-birb.jpg' alt='Birb' style='max-width:512px;' /> <img src='https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/examples/singles/02-royal-stallion.jpg' alt='Royal Stallion' style='max-width:512px;' /> <img src='https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/examples/singles/06-assassin.jpg' alt='Assassin' style='max-width:512px;' /> <img src='https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/examples/singles/05-neekedneko.jpg' alt='Neeked Neko' style='max-width:512px;' />For more examples, continue here.
Training Procedure
- 160 images per batch (epoch variant)
1024x1024pximage size- Adam optimizer
- Beta1 =
0.9 - Beta2 =
0.999 - Weight decay =
1e-2 - Epsilon =
1e-08
- Beta1 =
- Constant learning rate
4e-6 fp16mixed precision- SNR gamma set to
5.0 - Noise offset set to
0.07 cosine_with_restartsscheduler- 11 epochs of V3 curated dataset samples resized to
< 1024x1024px(maintain aspect ratio) - 16 epochs of V3 finetuner dataset samples resized to
< 1024x1024px(maintain aspect ratio) - 6 epochs of V3 finetuner dataset samples resized to
< 1024x1024px(maintain aspect ratio, randomly drop 70% of tags) - 1 epoch of V3 finetuner dataset samples resized to
< 1024x1024px(maintain aspect ratio, randomly drop 50% of tags) and learning rate set to4e-5 - Tags for each sample are shuffled for each epoch
- Task
- Text-to-Image
- Library
- diffusers
- License
- mit
- Created
- Oct 22, 2023
- Updated
- Dec 20, 2023