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--- |
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license: mit |
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datasets: |
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- hearmeneigh/e621-rising-v3-curated |
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- hearmeneigh/e621-rising-v3-finetuner |
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library_name: diffusers |
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pipeline_tag: text-to-image |
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tags: |
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- anthro |
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- furry |
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- e621 |
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- nsfw |
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- booru |
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- imagebooru |
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- imageboard |
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- gelbooru |
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- danbooru |
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- rule34 |
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- not-for-all-audiences |
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--- |
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<div style='background: #ffeef1; border: 1px solid #fd91a4; padding:1em; border-radius:3px; margin-bottom:2em;'> |
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<h3 style='margin:0'>NSFW</h3> |
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<p style='margin:0'>This model is not suitable for use by minors. The model can and will produce X-rated/NFSW content.</p> |
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</div> |
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<div style='background: #eefaff; border: 1px solid #91cefd; padding:1em; border-radius:3px; margin-bottom:2em;'> |
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<h1 style='margin:0'>Quickstart</h1> |
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<div style='margin:0; margin-top: 1em; margin-left:1em;'> |
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<h3 style='margin:0'>Downloads</h3> |
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<div style="margin-left: 1em;"> |
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<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-27.fp16.safetensors" style="text-decoration: none !important;"> |
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⤓ |
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</a> |
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<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-27.fp16.safetensors" style="text-decoration: underline">Checkpoint</a> |
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<small style='padding-left: 0.5em'> |
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(<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-27.safetensors">fp32</a> | |
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<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-27.fp16.safetensors">fp16</a> | |
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<a href="https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-27.bf16.safetensors">bf16</a>) |
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</small> |
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<br /> |
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<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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⤓ |
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</a> |
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<a href="https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/rising-v3.csv">Tag Autocomplete CSV</a> |
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</div> |
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<h3 style='margin:0; margin-top: 1em;'>Reference</h3> |
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<div style='margin-left: 1em;'> |
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• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/INSTALL.md">Installation instructions</a> |
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<br /> |
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• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/CHANGELOG.md">What's new in v3?</a> |
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<br /> |
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• <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> |
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<br /> |
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• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/PROMPT-GUIDE.md">Prompt guide</a> |
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<br /> |
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• <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> |
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<br /> |
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• <a href="https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/AUTOCOMPLETE.md">Tag autocomplete guide</a> |
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</div> |
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</div> |
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</div> |
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# E621 Rising V3 (SDXL) |
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* Furry / anthro base model trained with images (mainly) from [E621](https://e621.net) |
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* Guaranteed **NSFW** or your money back |
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* Stable Diffusion XL 1.0 model: |
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* `1024x1024px` |
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* Trained with 11 epochs of 280,000 images each |
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* Finetuned with 16 epochs of 40,000 images each |
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* Compatible with [🤗 `diffusers`](https://huggingface.co/docs/diffusers/index) |
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* Compatible with [`stable-diffusion-webui`](https://github.com/AUTOMATIC1111/stable-diffusion-webui) |
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* Fully open source crawl, dataset, curation, and training process: |
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* Use these tools to train your own version with your own dataset! |
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* [Configuration](https://github.com/hearmeneigh/e621-rising-configs) |
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* [Toolchain](https://github.com/hearmeneigh/dataset-rising) |
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* [Dataset](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-curated) |
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## Training Procedure |
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[Training legend](TBD) |
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* 160 images per batch (epoch variant) |
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* `1024x1024px` image size |
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* Adam optimizer |
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* Beta1 = `0.9` |
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* Beta2 = `0.999` |
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* Weight decay = `1e-2` |
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* Epsilon = `1e-08` |
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* Constant learning rate `4e-6` |
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* `fp16` mixed precision |
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* SNR gamma set to `5.0` |
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* Noise offset set to `0.07` |
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* `cosine_with_restarts` scheduler |
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* 11 epochs of [V3 curated dataset](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-curated) samples resized to `< 1024x1024px` (maintain aspect ratio) |
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* 16 epochs of [V3 finetuner dataset](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-finetuner) samples resized to `< 1024x1024px` (maintain aspect ratio) |
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* Tags for each sample are shuffled for each epoch |
