Duplicate from ostris/Flex.1-alpha-Redux

Co-authored-by: Jaret Burkett <[email protected]>

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README.md

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+---
+license: apache-2.0
+pipeline_tag: text-to-image
+library_name: diffusers
+tags:
+- Flex
+base_model:
+- ostris/Flex.1-alpha
+---
+# Flex.1-alpha 512 Redux Adapter
+
+<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%" />
+
+
+## Overview
+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:
+
+- **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.
+- **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.
+
+## The Vision Encoder
+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. 
+
+<img src="https://ostris.com/wp-content/uploads/2025/04/compare_clip_sizes.jpg" alt="Compare blip sizes" style="height:auto; max-width: 100%" />
+
+## ComfyUI
+
+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.
+
+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.
+
+## Fine tune it!
+
+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. 
+
+## Support My Work
+
+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! 
+
+[Become a sponsor on GitHub](https://github.com/orgs/ostris) or [support me on Patreon](https://www.patreon.com/ostris).
+
+Thank you to all my current supporters!
+
+_Last updated: 2025-04-04_
+
+### GitHub Sponsors
+
+<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> 
+
+### Patreon Supporters
+
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+
+
+---

flex-redux-workflow.json

@@ -0,0 +1,1079 @@
+{
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+  "last_link_id": 128,
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+          "link": 128
+        },
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 118
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CLIP_VISION_OUTPUT",
+          "type": "CLIP_VISION_OUTPUT",
+          "links": [
+            120
+          ],
+          "slot_index": 0
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+          "name": "clip_vision_output",
+          "type": "CLIP_VISION_OUTPUT",
+          "shape": 7,
+          "link": 120
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            123
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+          "slot_index": 0
+        }
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+          "type": "INT",
+          "widget": {
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+            60
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+          "widget": {
+            "name": "height"
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+          "link": 113
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+      ],
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+          "type": "LATENT",
+          "shape": 3,
+          "links": [
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+          "slot_index": 0
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+          "type": "NOISE",
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+          "links": [
+            37
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+        }
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