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【Hackathon 7th】Fundable project 4. 前沿扩散模型飞桨复现 #793

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yangguohao opened this issue Oct 31, 2024 · 1 comment
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@yangguohao
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yangguohao commented Oct 31, 2024

FLUX.1 是由 Black Forest Labs 推出的 AI 图像生成模型,拥有 12B 参数,是迄今为止最大的开源文生图模型,目前该团队推出了三款模型变体,分别是快速版-FLUX.1[schnell]、开发版-FLUX.1[dev]和专业版 FLUX.1[pro]。因此,我们需要跟进与丰富 PPDiffusers 中的扩散模型(Diffusion Model),在训练和推理等层面完善。

任务描述 详细内容 完成情况
flux.1 基础模型复现,主要包含其依赖的相关基础组件 FluxTransformer2DModel
FluxLoraLoaderMixin
flux.1 推理 pipeline 构建 FluxPipeline
FluxPipelineOutput
FluxControlNetPipeline
FluxImg2ImgPipeline
FluxInpaintPipeline
提供相关的 paddle 模型权重 是否有相关的工具能直接对模型权重进行转换
支持并对齐 flux 的 dreambooth lora 训练 待定
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