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flux.1-fill-dev-OneReward

This repo contains the checkpoint from OneReward processed into a single model suitable for ComfyUI use. **OneReward** is a novel RLHF methodology for the visual domain by employing Qwen2.5-VL as a generative reward model to enhance multitask reinforcement learning, significantly improving the policy model’s generation ability across multiple subtask. Building on OneReward, **FLUX.1-Fill-dev-OneReward** - based on FLUX Fill [dev], outperforms closed-source FLUX Fill [Pro] in inpainting and outpainting tasks, serving as a powerful new baseline for future research in unified image editing. The following code snippet illustrates how to use the model with the `diffusers` library. Note that this requires the custom `FluxFillCFGPipeline` defined in the official source code.

翻訳準備中のため原文を表示しています

This repo contains the checkpoint from OneReward processed into a single model suitable for ComfyUI use. **OneReward** is a novel RLHF methodology for the visual domain by employing Qwen2.5-VL as a generative reward model to enhance multitask reinforcement learning, significantly improving the policy model’s generation ability across multiple subtask. Building on OneReward, **FLUX.1-Fill-dev-OneReward** - based on FLUX Fill [dev], outperforms closed-source FLUX Fill [Pro] in inpainting and outpainting tasks, serving as a powerful new baseline for future research in unified image editing. The following code snippet illustrates how to use the model with the `diffusers` library. Note that this requires the custom `FluxFillCFGPipeline` defined in the official source code.

情報源

huggingface.co ↗