CyberRealisticFlux DF11

--- license: creativeml-openrail-m language: - en pipeline_tag: text-to-image tags: - comfyui - diffusion-single-file base_model: - cyberdelia/CyberRealisticFlux base_model_relation: quantized --- ### Note: Despite the "FP16" in the filename, the original weights [in this repo](https://huggingface.co/cyberdelia/CyberRealisticFlux) are actually in BF16 instead, which makes them safe for DF11 compression. For more information (including how to compress models yourself), check out https://huggingface.co/DFloat11 and https://github.com/LeanModels/DFloat11 Feel free to request for other models for compression as well, although models whose architecture I am unfamiliar with might be slightly tricky for me. ### How to Use #### ComfyUI Follow the instructions here: https://github.com/LeanModels/ComfyUI-DFloat11. Alternatively, you can install my own fork of the DF11 ComfyUI custom node: https://github.com/mingyi456/ComfyUI-DFloat11-Extended instead. After installing the DF11 custom node, use the provided workflow [json](CyberRealistic_Flux_V2.5_FP16-DF11-workflow.json), or simply replace the "Load Diffusion Model" node of an existing Kontext 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](CyberRealistic_Flux_V2.5_FP16-DF11-workflow.png) image.  #### `diffusers` Refer to this [model](https://huggingface.co/mingyi456/CyberRealisticFlux-DF11) instead. ### Compression Details This is the `pattern_dict` for compressing Flux-based models in ComfyUI: ```python pattern_dict_comfyui = { "double_blocks\.\d+": ( "img_mod.lin", "img_attn.qkv", "img_attn.proj", "img_mlp.0", "img_mlp.2", "txt_mod.lin", "txt_attn.qkv", "txt_attn.proj", "txt_mlp.0", "txt_mlp.2", ), "single_blocks\.\d+": ( "linear1", "linear2", "modulation.lin", ), } ```

Source context: 52 downloads · 0 likes · Pipeline text-to-image · Library diffusion-single-file · Repo mingyi456/CyberRealisticFlux-DF11-ComfyUI

Source context: 20 downloads · 0 likes · Pipeline text-to-image · Library diffusion-single-file · Repo mingyi456/CyberRealisticFlux-DF11-ComfyUI