20 Pull requests merged by 11 people

• Support Wan AccVideo lora

  #11704 merged Jun 13, 2025

• [docs] mention fp8 benefits on supported hardware.

  #11699 merged Jun 13, 2025

• swap out token for style bot.

  #11701 merged Jun 13, 2025

• [docs] add compilation bits to the bitsandbytes docs.

  #11693 merged Jun 12, 2025

• Apply Occam's Razor in position embedding calculation

  #11562 merged Jun 11, 2025

• Avoid DtoH sync from access of nonzero() item in scheduler

  #11696 merged Jun 11, 2025

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

  #11645 merged Jun 11, 2025

• Improve Wan docstrings

  #11689 merged Jun 11, 2025

• [tests] model-level device_map clarifications

  #11681 merged Jun 11, 2025

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

  #11672 merged Jun 11, 2025

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

  #11654 merged Jun 11, 2025

• [Wan] Standardize vae.encode() sampling mode in WanVideoToVideoPipeline

  #11639 merged Jun 11, 2025

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

  #11655 merged Jun 11, 2025

• Allow remote code repo names to contain "."

  #11652 merged Jun 10, 2025

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

  #11658 merged Jun 10, 2025

• 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

13 Pull requests opened by 10 people

• Support Expert loss for HiDream

  #11673 opened Jun 6, 2025

• Fix EDM DPM Solver Test and Enhance Test Coverage

  #11679 opened Jun 8, 2025

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

  #11682 opened Jun 9, 2025

• [GGUF] feat: support loading diffusers format gguf checkpoints.

  #11684 opened Jun 10, 2025

• [WIP] Refactor Attention Modules

  #11685 opened Jun 10, 2025

• Bump requests from 2.32.3 to 2.32.4 in /examples/server

  #11686 opened Jun 10, 2025

• Add Pruna optimization framework documentation

  #11688 opened Jun 10, 2025

• fix "Expected all tensors to be on the same device, but found at least two devices" error

  #11690 opened Jun 11, 2025

• Cosmos Predict2

  #11695 opened Jun 11, 2025

• TorchAO compile + offloading tests

  #11697 opened Jun 11, 2025

• Chroma Pipeline

  #11698 opened Jun 12, 2025

• [docs] Quantization + torch.compile + offloading

  #11703 opened Jun 12, 2025

• [rfc][compile] compile method for DiffusionPipeline

  #11705 opened Jun 13, 2025

12 Issues closed by 4 people

• AccVid LoRA key error when loading with diffusers

  #11702 closed Jun 13, 2025

• Convert VAE from latent-diffusion to diffusers

  #11694 closed Jun 11, 2025

• <spam>

  #11692 closed Jun 11, 2025

• <spam>

  #11691 closed Jun 11, 2025

• Add support for ConsisID

  #10100 closed Jun 10, 2025

• HunyuanVideo with IP2V

  #10485 closed Jun 10, 2025

• Docs for HunyuanVideo LoRA?

  #10796 closed Jun 10, 2025

• Need to handle v0.33.0 deprecations

  #10895 closed Jun 10, 2025

• What's the difference between 'example/train_text_to_image_lora.py' and 'example/research_projects/lora/train_text_to_image_lora.py' ?

  #11542 closed Jun 10, 2025

• [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

4 Issues opened by 3 people

• Add pruna integration for loading model through diffusers.from_pretrained / pipeline

  #11700 opened Jun 12, 2025

• [DOCS] Add `pruna` as optimization framework

  #11687 opened Jun 10, 2025

• 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

31 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.

• Add SkyReels V2: Infinite-Length Film Generative Model

  #11518 commented on Jun 12, 2025 • 44 new comments

• [LoRA] parse metadata from LoRA and save metadata

  #11324 commented on Jun 13, 2025 • 12 new comments

• Attention Dispatcher

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

• [benchmarks] overhaul benchmarks

  #11565 commented on Jun 12, 2025 • 6 new comments

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

  #11669 commented on Jun 13, 2025 • 2 new comments

• Add FluxPAGPipeline with support for PAG

  #11510 commented on Jun 11, 2025 • 2 new comments

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

  #11671 commented on Jun 13, 2025 • 1 new comment

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

  #11665 commented on Jun 9, 2025 • 0 new comments

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

  #11660 commented on Jun 10, 2025 • 0 new comments

• Add Finegrained FP8

  #11647 commented on Jun 12, 2025 • 0 new comments

• Added PhotoDoodle Pipeline

  #11621 commented on Jun 12, 2025 • 0 new comments

• Chroma as a FLUX.1 variant

  #11566 commented on Jun 12, 2025 • 0 new comments

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

  #11477 commented on Jun 10, 2025 • 0 new comments

• [quant] add __repr__ for better printing of configs.

  #11452 commented on Jun 10, 2025 • 0 new comments

• Add basic implementation of AuraFlowImg2ImgPipeline

  #11340 commented on Jun 11, 2025 • 0 new comments

• Add VidTok AutoEncoders

  #11261 commented on Jun 11, 2025 • 0 new comments

• Request support for MAGI-1

  #11519 commented on Jun 12, 2025 • 0 new comments

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

  #11651 commented on Jun 12, 2025 • 0 new comments

• [Performance] Issue on *SanaLinearAttnProcessor2_0 family. 1.06X speedup can be reached with a simple change.

  #11499 commented on Jun 12, 2025 • 0 new comments

• prompt_embeds_scale in FluxPriorReduxPipeline seems to have no effect.

  #11642 commented on Jun 12, 2025 • 0 new comments

• how to load lora weight with fp8 transfomer model?

  #11648 commented on Jun 11, 2025 • 0 new comments

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

  #11584 commented on Jun 11, 2025 • 0 new comments

• torch.compile errors on vae.encode

  #10937 commented on Jun 11, 2025 • 0 new comments

• OMI Format Compatibility

  #11631 commented on Jun 10, 2025 • 0 new comments

• Error in init from pretrained for LTXConditionPipeline

  #11644 commented on Jun 10, 2025 • 0 new comments

• [performance] investigating FluxPipeline for recompilations on resolution changes

  #11360 commented on Jun 10, 2025 • 0 new comments

• max_shard_size

  #11650 commented on Jun 10, 2025 • 0 new comments

• The density_for_timestep_sampling and loss_weighting for SD3 Training！！！

  #9056 commented on Jun 10, 2025 • 0 new comments

• Add SUPIR Upscaler

  #7219 commented on Jun 10, 2025 • 0 new comments

• Sage Attention for diffuser library

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

• LoRA load issue

  #11659 commented on Jun 6, 2025 • 0 new comments