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FLUX+Molmo: The Most Effective Auto Caption/Prompt Workflow

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Description

Lora + Image-to-Image + FLUX

This is a workflow that uses images to reverse-engineer prompts through natural language, with automatic caption and prompt reverse-engineering. The resulting prompts are better aligned with FLUX's understanding logic, and the image generation or tagging results are more suitable for FLUX compared to typical reverse-engineering tools. Personally, I find the results nearly perfect (though some adjustments may be needed depending on the Lora used).
Have fun, and feel free to leave any questions in the comments section!

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lora+图生图+FLux

这是一个利用图片通过自然语言反推提示词的工作流,支持自动打标与提示词反推。生成的提示词更加贴合FLUX的理解逻辑,图像生成效果或打标效果相比一般的反推工具,显得更加契合FLUX。个人认为效果接近完美(不过不同的Lora可能会有所差异,还需要根据实际情况进行调整)。
希望大家玩得开心,遇到问题可以在评论区留言哦!

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Primitive Nodes (16)

Any Switch (rgthree) (1)

Anything Everywhere3 (1)

CLIPTextEncodeFlux (1)

DepthAnythingV2Preprocessor (1)

EmptySD3LatentImage (1)

Molmo7BDbnb (1)

Reroute (9)

SetUnionControlNetType (1)

Custom Nodes (21)

ComfyUI

  • - VAELoader (1)

  • - VAEDecode (1)

  • - ControlNetLoader (1)

  • - PreviewImage (2)

  • - UNETLoader (1)

  • - DualCLIPLoader (1)

  • - LoraLoader (1)

  • - ConditioningZeroOut (1)

  • - RandomNoise (1)

  • - ControlNetApplyAdvanced (1)

  • - BasicGuider (1)

  • - KSamplerSelect (1)

  • - SamplerCustomAdvanced (1)

  • - BasicScheduler (1)

  • - VAEEncode (1)

  • - LoadImage (1)

ComfyUI Essentials

  • - ImageResize+ (1)

ComfyUI_tinyterraNodes

  • - ttN concat (1)

  • - GetImageSize (1)

Checkpoints (0)

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