28 Pull requests merged by 17 people

• [modular diffusers] Fix AutoGuidance validation

  #12247 merged Aug 28, 2025

• [Modular] support standard repo

  #11944 merged Aug 28, 2025

• [docs] Reproducibility

  #12237 merged Aug 27, 2025

• [docs] Remove Flax

  #12244 merged Aug 27, 2025

• Fix Table Rendering in ReadME

  #12245 merged Aug 27, 2025

• [Qwen-Image] adding validation for guidance_scale, true_cfg_scale and negative_prompt

  #12223 merged Aug 27, 2025

• docs: correct typos in using-diffusers/other-formats

  #12243 merged Aug 26, 2025

• Fix typos and inconsistencies

  #12204 merged Aug 26, 2025

• Deprecate Flax support

  #12151 merged Aug 26, 2025

• Propose to update & upgrade SkyReels-V2

  #12167 merged Aug 26, 2025

• NPU attention refactor for FLUX

  #12209 merged Aug 26, 2025

• Fix typo: 'will ge generated' -> 'will be generated'

  #12231 merged Aug 25, 2025

• Update README.md

  #12193 merged Aug 25, 2025

• [docs] typo : corrected 'compile regions' to 'compile_regions'

  #12199 merged Aug 25, 2025

• Fix typo in LoRA

  #12228 merged Aug 25, 2025

• [docs] Diffusion pipeline

  #12148 merged Aug 25, 2025

• fix title for compile + offload quantized models

  #12233 merged Aug 25, 2025

• [docs] change wan2.1 -> wan

  #12230 merged Aug 25, 2025

• added a fast test for Qwen-Image Controlnet Pipeline

  #12226 merged Aug 25, 2025

• [refactor] Make guiders return their inputs

  #12213 merged Aug 23, 2025

• Fix PyTorch 2.3.1 compatibility: add version guard for torch.library.…

  #12206 merged Aug 23, 2025

• add attentionmixin to qwen image

  #12219 merged Aug 22, 2025

• Support ControlNet for Qwen-Image

  #12215 merged Aug 22, 2025

• [docs] Pipeline callbacks

  #12212 merged Aug 22, 2025

• [docs] Community pipelines

  #12201 merged Aug 22, 2025

• [Docs] Add documentation for KontextInpaintingPipeline

  #12197 merged Aug 22, 2025

• enable bria integration test on xpu, passed

  #12214 merged Aug 22, 2025

• [docs] Optimized code snippets

  #12200 merged Aug 21, 2025

16 Pull requests opened by 11 people

• [QwenImage] Do not use `lru_cache` when compiling

  #12211 opened Aug 21, 2025

• [Modular] Consolidate `load_default_components` into `load_components`

  #12217 opened Aug 22, 2025

• [feature] Support Flux TensorRT Pipeline

  #12218 opened Aug 22, 2025

• [Modular] Qwen

  #12220 opened Aug 22, 2025

• Add Qwen-Image-Edit Inpainting pipeline

  #12225 opened Aug 23, 2025

• [Refactor] Move transformer blocks out of attention module

  #12229 opened Aug 25, 2025

• [quant] allow `components_to_quantize` to be a non-list for single components

  #12234 opened Aug 25, 2025

• [core] use `kernels` to support `_flash_3_hub` attention backend

  #12236 opened Aug 25, 2025

• [Refactor] Move testing utils out of src

  #12238 opened Aug 26, 2025

• DeepSpeed adaption for flux-kontext

  #12240 opened Aug 26, 2025

• [packaging] make `torch` a required dependency

  #12242 opened Aug 26, 2025

• [docs] Schedulers

  #12246 opened Aug 27, 2025

• [docs] Models

  #12248 opened Aug 27, 2025

• Add Step1X-Edit Pipeline

  #12249 opened Aug 28, 2025

• Add WanLowNoiseUpscalePipeline and upscale_image to WAN pipeline module

  #12250 opened Aug 28, 2025

• Fix WanVACEPipeline to allow prompt to be None and skip encoding step

  #12251 opened Aug 28, 2025

9 Issues closed by 6 people

• Create modular pipeline from existing pipeline

  #11915 closed Aug 28, 2025

• Add Bria 3.2 pipeline - next-generation commercial-ready text-to-image model

  #11978 closed Aug 26, 2025

• The diffusers0.34.0 installed by pip is not aligned with the source code

  #12149 closed Aug 26, 2025

• Error creating pre-trained FluxPipeline with diffusers "Cannot instantiate this tokenizer from a slow version"

  #9063 closed Aug 26, 2025

• wan2.2 inference error Bug Report: `NoneType` object has no attribute `cache_context` when switching from `transformer` to `transformer2`

  #12126 closed Aug 25, 2025

• [Contribution welcome] adding a fast test for Qwen-Image Controlnet Pipeline

  #12222 closed Aug 25, 2025

• Version 0.35.0 AutoencoderKL failed with PyTorch 2.3.1: AutoAttributeError: module 'torch.library' has no attribute 'custom_op'

  #12195 closed Aug 23, 2025

• Bad Image Quality generated by Qwen Image

  #12175 closed Aug 21, 2025

• [Feature Request] Settability of Multiple Attention Types in Attention Dispatcher

  #12210 closed Aug 21, 2025

7 Issues opened by 7 people

• WAN2.1 FLF2V: Incorrect MASK Creation????

  #12241 opened Aug 26, 2025

• Support for InfiniteTalk

  #12239 opened Aug 26, 2025

• Support fun control variants for Wan

  #12235 opened Aug 25, 2025

• [Feature] Integrate 'CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers'

  #12227 opened Aug 24, 2025

• Option to cache text embedding vectors

  #12224 opened Aug 23, 2025

• [Looking for community contribution] support DiffSynth Controlnet in diffusers

  #12221 opened Aug 22, 2025

• Qwen-Image-Edit Inferior Results Compared to ComfyUI

  #12216 opened Aug 22, 2025

20 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.

• [Quantization] Add TRT-ModelOpt as a Backend

  #11173 commented on Aug 27, 2025 • 13 new comments

• Context Parallel w/ Ring & Ulysses & Unified Attention

  #11941 commented on Aug 27, 2025 • 3 new comments

• [wip][quantization] incorporate `nunchaku`

  #12207 commented on Aug 26, 2025 • 0 new comments

• [tests] feat: add AoT compilation tests

  #12203 commented on Aug 26, 2025 • 0 new comments

• [scheduler] Add SDE Samplers: Curved Euler and Overshoot

  #12192 commented on Aug 23, 2025 • 0 new comments

• [Modular] Provide option to disable custom code loading globally via env variable

  #12177 commented on Aug 22, 2025 • 0 new comments

• fixed bug in defining embed dim for UNet1D

  #12111 commented on Aug 26, 2025 • 0 new comments

• [scheduler] Support custom sigmas/timesteps in UniPCMultistepScheduler

  #12109 commented on Aug 27, 2025 • 0 new comments

• Add Dream 7B Diffusion Large Language Model Pipeline

  #12091 commented on Aug 27, 2025 • 0 new comments

• torch.compile compatibility with varlen APIs

  #11970 commented on Aug 25, 2025 • 0 new comments

• Add F5 TTS pipeline

  #11958 commented on Aug 25, 2025 • 0 new comments

• Propose to refactor `norm_out` in `SkyReelsV2Transformer3DModel` for device handling in multi-GPU case

  #11850 commented on Aug 26, 2025 • 0 new comments

• Add MAGI-1: Autoregressive Video Generation at Scale

  #11713 commented on Aug 28, 2025 • 0 new comments

• Support for control-lora

  #10686 commented on Aug 21, 2025 • 0 new comments

• Not compatible with Flash ATTN 2.8.2

  #12162 commented on Aug 28, 2025 • 0 new comments

• [New Feature] Flux PuLID

  #10141 commented on Aug 26, 2025 • 0 new comments

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

  #12125 commented on Aug 26, 2025 • 0 new comments

• For qwen-image training file, Maybe "shuffle" of dataloader should be "False" when custom_instance_prompts is not None and cache_latents is False?

  #12124 commented on Aug 23, 2025 • 0 new comments

• inference with lora suddenly significantly slower

  #12131 commented on Aug 23, 2025 • 0 new comments

• Attention masking in Chroma pipeline

  #12116 commented on Aug 22, 2025 • 0 new comments