11 Pull requests merged by 8 people

• Add community class StableDiffusionXL_T5Pipeline

  #11626 merged Jun 9, 2025

• Introduce DeprecatedPipelineMixin to simplify pipeline deprecation process

  #11596 merged Jun 9, 2025

• [tests] Fix how compiler mixin classes are used

  #11680 merged Jun 9, 2025

• fixed axes_dims_rope init (huggingface#11641)

  #11678 merged Jun 8, 2025

• 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

• [docs] Model cards

  #11112 merged Jun 2, 2025

18 Pull requests opened by 11 people

• Add Finegrained FP8

  #11647 opened Jun 3, 2025

• Use real-valued instead of complex tensors in Wan2.1 RoPE

  #11649 opened Jun 3, 2025

• Allow remote code repo names to contain "."

  #11652 opened Jun 3, 2025

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

  #11654 opened Jun 4, 2025

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

  #11655 opened Jun 4, 2025

• 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

• Fix EDM DPM Solver Test and Enhance Test Coverage

  #11679 opened Jun 8, 2025

• [tests] model-level `device_map` clarifications

  #11681 opened Jun 9, 2025

• [wip][poc] make group offloading work with disk/nvme transfers

  #11682 opened Jun 9, 2025

7 Issues closed by 6 people

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

  #11641 closed Jun 8, 2025

• 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

• Diffusers Transformer Pipeline Produces ComplexDouble Tensors on MPS, Causing Conversion Error

  #10986 closed Jun 3, 2025

• CompVis/stable-diffusion-v1-4 is missing fp16 files

  #11460 closed Jun 3, 2025

• import error

  #11560 closed Jun 3, 2025

7 Issues opened by 7 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

• support .alpha keys in HiDream loras trained using OneTrainer

  #11653 opened Jun 3, 2025

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

  #11651 opened Jun 3, 2025

• max_shard_size

  #11650 opened Jun 3, 2025

• how to load lora weight with fp8 transfomer model?

  #11648 opened Jun 3, 2025

22 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 9, 2025 • 12 new comments

• Attention Dispatcher

  #11368 commented on Jun 8, 2025 • 8 new comments

• [benchmarks] overhaul benchmarks

  #11565 commented on Jun 8, 2025 • 5 new comments

• Add FluxPAGPipeline with support for PAG

  #11510 commented on Jun 9, 2025 • 2 new comments

• Set _torch_version to N/A if torch is disabled.

  #11645 commented on Jun 3, 2025 • 0 new comments

• Added PhotoDoodle Pipeline

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

• Chroma as a FLUX.1 variant

  #11566 commented on Jun 9, 2025 • 0 new comments

• Add SkyReels V2: Infinite-Length Film Generative Model

  #11518 commented on Jun 9, 2025 • 0 new comments

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

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

• Add SUPIR Upscaler

  #7219 commented on Jun 9, 2025 • 0 new comments

• [performance] investigating FluxPipeline for recompilations on resolution changes

  #11360 commented on Jun 9, 2025 • 0 new comments

• Sage Attention for diffuser library

  #11168 commented on Jun 9, 2025 • 0 new comments

• torch.compile can't be used with groupoffloading on hunyuanvideo_frampack

  #11584 commented on Jun 9, 2025 • 0 new comments

• Request support for MAGI-1

  #11519 commented on Jun 8, 2025 • 0 new comments

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

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

• InstructPix2Pix training script for SD3

  #9101 commented on Jun 4, 2025 • 0 new comments

• [FR] Please support WanVACETransformer3DModel.from_single_file

  #11630 commented on Jun 3, 2025 • 0 new comments

• model_cpu_offload failed in unidiffusers pipeline

  #11443 commented on Jun 3, 2025 • 0 new comments

• onnx export failure - timestep parameter with static value

  #11456 commented on Jun 3, 2025 • 0 new comments

• enable_xformers_memory_efficient_attention in the training script

  #11486 commented on Jun 3, 2025 • 0 new comments

• OMI Format Compatibility

  #11631 commented on Jun 3, 2025 • 0 new comments

• How to load lora weight in distribution applications?

  #11637 commented on Jun 3, 2025 • 0 new comments