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ppdiffusers 支持 StableDiffusion3 Controlnet, 完成推理流程初步搭建 + +- controlnet_sd3模型实现, 结构参照transformer_sd3; +- transformer_sd3 模型修改,添加controlnet residual; +- stable_diffusion_3_controlnet pipeline实现; +- stable_diffusion_3_controlnet_inpainting pipeline实现. + +相关PR:https://github.com/PaddlePaddle/PaddleMIX/pull/789 + +##### 2. StableDiffusion3 Controlnet 完善 + +- 增加推理:ppdiffusers/examples/inference/text_to_image_generation-stable_diffusion_3_controlnet.py; +- 增加Dummy Classes:ppdiffusers/ppdiffusers/utils/dummy_paddle_and_paddlenlp_objects.py; + +- 调研 StableDiffusion3.5 。 + +##### 3. 实习收获 + +本周主要学到了一些torch2paddle 转换时一些要注意的点 + +- 算子名称差异, 如 cat -> concat, to->cast +- 算子参数名称差异, 如 axis->dim +- 类名称差异: 如Modoulelist -> LayerList +- 数据类型差异: paddle中只有paddle.Tensor +- 其他: paddle 没有 device + +### 下周工作 + +1. 对 StableDiffusion3 Controlnet 进行精度验证; +2. 增加单测。 + +### 导师点评 From 7a249fa42c4546b519ca437bbfe4a0cf01bb3af8 Mon Sep 17 00:00:00 2001 From: xuzhang Date: Thu, 5 Dec 2024 15:17:11 +0800 Subject: [PATCH 2/2] Update [WeeklyReports]2024.10.28~2024.11.08.md --- .../03_javey-q/[WeeklyReports]2024.10.28~2024.11.08.md | 1 + 1 file changed, 1 insertion(+) diff --git a/WeeklyReports/Hackathon_7th/03_javey-q/[WeeklyReports]2024.10.28~2024.11.08.md b/WeeklyReports/Hackathon_7th/03_javey-q/[WeeklyReports]2024.10.28~2024.11.08.md index ed29c300..1611ee5b 100644 --- a/WeeklyReports/Hackathon_7th/03_javey-q/[WeeklyReports]2024.10.28~2024.11.08.md +++ b/WeeklyReports/Hackathon_7th/03_javey-q/[WeeklyReports]2024.10.28~2024.11.08.md @@ -40,3 +40,4 @@ PaddleMiX 套件能力建设 2. 增加单测。 ### 导师点评 +工作进展清晰且高效,学习态度良好。