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--- |
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license: apache-2.0 |
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pipeline_tag: text-to-image |
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library_name: diffusers |
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tags: |
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- Flex |
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base_model: |
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- ostris/Flex.1-alpha |
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--- |
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# Flex.1-alpha 512 Redux Adapter |
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<img src="https://ostris.com/wp-content/uploads/2025/04/flex_alpha_comfy.jpg" alt="Flex.1 Redux Comfy" style="height:auto; max-width: 100%" /> |
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## Overview |
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This is a [Redux](https://huggingface.co/black-forest-labs/FLUX.1-Redux-dev) adapter trained from scratch on [Flex.1-alpha](https://huggingface.co/ostris/Flex.1-alpha), however, it will also work with [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev). The main advantages of this adapter over the original are: |
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- **Better Vision Encoder**: The original Redux by BFL uses [siglip-so400m-patch14-384](https://huggingface.co/google/siglip-so400m-patch14-384). This adapter uses [siglip2-so400m-patch16-512](https://huggingface.co/google/siglip2-so400m-patch16-512), which is newer and has an increased resolution of 512x512. This allows for better image quality and more detail in the generated images. |
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- **Apache 2.0 License**: Since this vision encoder was trained from scratch on Flex.1-alpha, it can be licensed under the Apache 2.0 license. This means that you can use it for commercial purposes without any restrictions. |
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## The Vision Encoder |
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Flex Redux uses the latest SigLIP2 vision encoder at a resolution of 512x512. This allows the vision encoder to see more fine details in the images. |
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<img src="https://ostris.com/wp-content/uploads/2025/04/compare_clip_sizes.jpg" alt="Compare blip sizes" style="height:auto; max-width: 100%" /> |
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## ComfyUI |
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You will need this custom node. https://github.com/ostris/ComfyUI-Advanced-Vision and the siglip2 vision encoder here https://huggingface.co/ostris/ComfyUI-Advanced-Vision/blob/main/clip_vision/siglip2_so400m_patch16_512.safetensors . Put that inside your ComfyUI/models/clip_vision/ folder. If you don't have [Flex.1-alpha](https://huggingface.co/ostris/Flex.1-alpha), you can pick it up here https://huggingface.co/ostris/Flex.1-alpha/blob/main/Flex.1-alpha.safetensors . Put that in ComfyUI/models/checkpoints/. You can also use [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) if you prefer. |
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Put the flex1_redux_siglip2_512.safetensors file in this repo in ComfyUI/models/style_models/ . There is also a workflow named flex-redux-workflow.json to get you started. |
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## Fine tune it! |
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This adapter was 100% trained with [AI Toolkit](https://github.com/ostris/ai-toolkit/) on a single 3090 over the course of a few weeks. Which means you can fine tune it, or train your own, on consumer hardware. [Check out the example config](https://github.com/ostris/ai-toolkit/blob/main/config/examples/train_flex_redux.yaml) to get started. |
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## Support My Work |
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If you enjoy my work, or use it for commercial purposes, please consider sponsoring me so I can continue to maintain it. Every bit helps! |
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[Become a sponsor on GitHub](https://github.com/orgs/ostris) or [support me on Patreon](https://www.patreon.com/ostris). |
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Thank you to all my current supporters! |
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_Last updated: 2025-04-04_ |
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### GitHub Sponsors |
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<a href="https://github.com/josephrocca" title="josephrocca"><img src="https://avatars.githubusercontent.com/u/1167575?u=92d92921b4cb5c8c7e225663fed53c4b41897736&v=4" width="50" height="50" alt="josephrocca" style="border-radius:50%;display:inline-block;"></a> <a href="https://github.com/replicate" title="Replicate"><img src="https://avatars.githubusercontent.com/u/60410876?v=4" width="50" height="50" alt="Replicate" style="border-radius:50%;display:inline-block;"></a> <a href="https://github.com/weights-ai" title="Weights"><img src="https://avatars.githubusercontent.com/u/185568492?v=4" width="50" height="50" alt="Weights" style="border-radius:50%;display:inline-block;"></a> |
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### Patreon Supporters |
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href="None" title="עומר מכלוף"><img src="https://c10.patreonusercontent.com/4/patreon-media/p/user/97985240/3d1d0e6905d045aba713e8132cab4a30/eyJ3IjoyMDB9/1.png?token-time=2145916800&token-hash=pG3X2m-py2lRYI2aoJiXI47_4ArD78ZHdSm6jCAHA_w%3D" width="50" height="50" alt="עומר מכלוף" style="border-radius:50%;display:inline-block;"></a> |
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