6 Pull requests merged by 5 people

• Wan VACE

  #11582 merged Jun 6, 2025

• [tests] add test for torch.compile + group offloading

  #11670 merged Jun 6, 2025

• use deterministic to get stable result

  #11663 merged Jun 6, 2025

• [examples] flux-control: use num_training_steps_for_scheduler

  #11662 merged Jun 5, 2025

• [chore] bring PipelineQuantizationConfig at the top of the import chain.

  #11656 merged Jun 5, 2025

• [CI] Some improvements to Nightly reports summaries

  #11166 merged Jun 5, 2025

10 Pull requests opened by 7 people

• Update pipeline_flux_inpaint.py to fix padding_mask_crop returning only the inpainted area

  #11658 opened Jun 4, 2025

• [WIP] [LoRA] support omi hidream lora.

  #11660 opened Jun 5, 2025

• Bump torch from 2.2.0 to 2.7.1 in /examples/research_projects/realfill

  #11664 opened Jun 5, 2025

• ⚡️ Speed up method `AutoencoderKLWan.clear_cache` by 886%

  #11665 opened Jun 5, 2025

• ⚡️ Speed up method `BlipImageProcessor.postprocess` by 51%

  #11666 opened Jun 5, 2025

• ⚡️ Speed up method `Kandinsky3ConditionalGroupNorm.forward` by 7%

  #11667 opened Jun 5, 2025

• Fix wrong param types, docs, and handles noise=None in scale_noise of FlowMatching schedulers

  #11669 opened Jun 6, 2025

• enable cpu offloading of new pipelines on XPU & use device agnostic empty to make pipelines work on XPU

  #11671 opened Jun 6, 2025

• [tests] tests for compilation + quantization (bnb)

  #11672 opened Jun 6, 2025

• Support Expert loss for HiDream

  #11673 opened Jun 6, 2025

3 Issues closed by 3 people

• Custom Wan diffusion Lora runs without error but doesn't apply effect and gives warning: No LoRA keys associated to WanTransformer3DModel found with the prefix='transformer'.

  #11657 closed Jun 7, 2025

• Error in loading the pretrained lora weights

  #11675 closed Jun 7, 2025

• [BUG]: Using args.max_train_steps even if it is None in diffusers/examples/flux-control

  #11661 closed Jun 5, 2025

3 Issues opened by 3 people

• HunyuanVideoImageToVideoPipeline memory leak

  #11676 opened Jun 7, 2025

• [FR] Please support ref image and multiple control videos in Wan VACE

  #11674 opened Jun 6, 2025

• LoRA load issue

  #11659 opened Jun 4, 2025

15 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [LoRA] parse metadata from LoRA and save metadata

  #11324 commented on Jun 6, 2025 • 11 new comments

• [benchmarks] overhaul benchmarks

  #11565 commented on Jun 7, 2025 • 5 new comments

• Add SkyReels V2: Infinite-Length Film Generative Model

  #11518 commented on Jun 7, 2025 • 1 new comment

• Allow remote code repo names to contain "."

  #11652 commented on Jun 4, 2025 • 1 new comment

• enable torchao test cases on XPU and switch to device agnostic APIs for test cases

  #11654 commented on Jun 5, 2025 • 1 new comment

• SD3 ControlNet Script (and others?): dataset preprocessing cache depends on unrelated arguments

  #11497 commented on Jun 5, 2025 • 0 new comments

• [BUG] [CleanCode] Tuple[int] = (16, 56, 56) in FluxTransformer2DModel

  #11641 commented on Jun 5, 2025 • 0 new comments

• Can't load flux-fill-lora with FluxControl

  #11651 commented on Jun 6, 2025 • 0 new comments

• how to load lora weight with fp8 transfomer model?

  #11648 commented on Jun 6, 2025 • 0 new comments

• [performance] investigating FluxPipeline for recompilations on resolution changes

  #11360 commented on Jun 7, 2025 • 0 new comments

• Attention Dispatcher

  #11368 commented on Jun 4, 2025 • 0 new comments

• [torch.compile] Make HiDream torch.compile ready

  #11477 commented on Jun 6, 2025 • 0 new comments

• Chroma as a FLUX.1 variant

  #11566 commented on Jun 4, 2025 • 0 new comments

• Added PhotoDoodle Pipeline

  #11621 commented on Jun 5, 2025 • 0 new comments

• [LoRA] support Flux Control LoRA with bnb 8bit.

  #11655 commented on Jun 6, 2025 • 0 new comments