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--- |
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license: other |
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license_name: flux-1-dev-non-commercial-license |
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md |
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language: |
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- en |
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base_model: |
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- black-forest-labs/FLUX.1-dev |
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base_model_relation: quantized |
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pipeline_tag: text-to-image |
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tags: |
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- comfyui |
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- diffusion-single-file |
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--- |
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For more information (including how to compress models yourself), check out https://huggingface.co/DFloat11 and https://github.com/LeanModels/DFloat11 |
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Feel free to request for other models for compression as well, although compressing models that do not use the Flux architecture might be slightly tricky for me. |
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### How to Use |
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#### ComfyUI |
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Follow the instructions here: https://github.com/LeanModels/ComfyUI-DFloat11. After installing the DF11 custom node, use the provided workflow [json](flux1-dev-DF11-workflow.json), or simply replace the "Load Diffusion Model" node of an existing Flux workflow with the "DFloat11 Model Loader" node. If you run into any issues, feel free to leave a comment. The workflow is also embedded in the below [png](flux1-dev-DF11-workflow.png) image. |
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#### `diffusers` |
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Refer to this [model](https://huggingface.co/DFloat11/FLUX.1-dev-DF11) instead. |
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### Compression Details |
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This is the `pattern_dict` for compressing Flux-based models in ComfyUI: |
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```python |
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pattern_dict_comfyui = { |
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"double_blocks\.\d+": ( |
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"img_mod.lin", |
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"img_attn.qkv", |
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"img_attn.proj", |
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"img_mlp.0", |
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"img_mlp.2", |
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"txt_mod.lin", |
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"txt_attn.qkv", |
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"txt_attn.proj", |
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"txt_mlp.0", |
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"txt_mlp.2", |
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), |
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"single_blocks\.\d+": ( |
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"linear1", |
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"linear2", |
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"modulation.lin", |
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), |
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} |
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``` |
