7 Pull requests merged by 4 people

• [Modular] More Updates for Custom Code Loading

  #11969 merged Aug 11, 2025

• [lora] support loading loras from lightx2v/Qwen-Image-Lightning

  #12119 merged Aug 11, 2025

• [core] add modular support for Flux I2I

  #12086 merged Aug 11, 2025

• Fix MultiControlNet import

  #12118 merged Aug 10, 2025

• [docs] diffusers gguf checkpoints

  #12092 merged Aug 9, 2025

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

  #11684 merged Aug 8, 2025

• [Modular] Fast Tests

  #11937 merged Aug 8, 2025

9 Pull requests opened by 8 people

• [docs] Cache link

  #12105 opened Aug 8, 2025

• [tests] Add inference test slices for SD3 and remove unnecessary tests

  #12106 opened Aug 9, 2025

• [scheduler] Support custom sigmas/timesteps in UniPCMultistepScheduler

  #12109 opened Aug 9, 2025

• fixed bug in defining embed dim for UNet1D

  #12111 opened Aug 10, 2025

• Add low_cpu_mem_usage option to from_single_file to align with from_pretrained

  #12114 opened Aug 10, 2025

• Verified issue with test

  #12115 opened Aug 10, 2025

• Add QwenImage Inpainting and Img2Img pipeline

  #12117 opened Aug 10, 2025

• Fix AttributeError of `VisualClozeProcessor`

  #12121 opened Aug 11, 2025

• [wip] feat: cuda device_map for pipelines.

  #12122 opened Aug 11, 2025

4 Issues closed by 4 people

• [Wan2.2] pipeline_wan miss the 'shift' parameter which used by Wan2.2-A14B-diffusers.

  #12094 closed Aug 10, 2025

• Flux1.Dev Kohya Loras text encoder layers no more supported

  #12053 closed Aug 9, 2025

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

  #11499 closed Aug 8, 2025

• Qwen image transformers doesn't currently support from_single_file (i.e. GGUFs)

  #12098 closed Aug 8, 2025

8 Issues opened by 7 people

• How to train a lora with distilled flux model, such as flux-schnell???

  #12120 opened Aug 11, 2025

• Attention masking in Chroma pipeline

  #12116 opened Aug 10, 2025

• WanImageToVideoPipeline: Given groups=1, weight of size [160, 12, 3, 3, 3], expected input[1, 3, 3, 258, 258] to have 12 channels, but got 3 channels instead

  #12113 opened Aug 10, 2025

• Various Chroma pipeline issues

  #12112 opened Aug 10, 2025

• Bug in initialization of UNet1DModel GaussianFourier time projection

  #12110 opened Aug 10, 2025

• Qwen Image and Chroma pipeline breaks using schedulers that enable flow matching by parameter.

  #12108 opened Aug 9, 2025

• accelerator.init_trackers error when try with a custom object such as list

  #12107 opened Aug 9, 2025

• IndexError: index 0 is out of bounds for dimension 0 with size 0

  #12104 opened Aug 8, 2025

21 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.

• Bria 3 2 pipeline

  #12010 commented on Aug 10, 2025 • 4 new comments

• [model] LTX Video 0.9.8

  #12095 commented on Aug 8, 2025 • 0 new comments

• Fix Qwen-Image long prompt dimension mismatch error (issue #12083)

  #12087 commented on Aug 8, 2025 • 0 new comments

• [Wan 2.2 LoRA] add support for 2nd transformer lora loading + wan 2.2 lightx2v lora

  #12074 commented on Aug 11, 2025 • 0 new comments

• [WIP][modular] sdxl methods refactor

  #12067 commented on Aug 10, 2025 • 0 new comments

• enable compilation in qwen image.

  #12061 commented on Aug 11, 2025 • 0 new comments

• `UNet2DConditionModel`: add support for QK Normalization by propagating `qk_norm` value from config through to child attention modules

  #12051 commented on Aug 11, 2025 • 0 new comments

• try to use deepseek with an agent to auto i18n to zh

  #12032 commented on Aug 9, 2025 • 0 new comments

• [wip][core] parallel loading of shards

  #12028 commented on Aug 11, 2025 • 0 new comments

• Add F5 TTS pipeline

  #11958 commented on Aug 10, 2025 • 0 new comments

• [Modular] support standard repo

  #11944 commented on Aug 10, 2025 • 0 new comments

• Context Parallel w/ Ring & Ulysses & Unified Attention

  #11941 commented on Aug 8, 2025 • 0 new comments

• Add MAGI-1: Autoregressive Video Generation at Scale

  #11713 commented on Aug 8, 2025 • 0 new comments

• Add FluxPAGPipeline with support for PAG

  #11510 commented on Aug 10, 2025 • 0 new comments

• [Quantization] Add TRT-ModelOpt as a Backend

  #11173 commented on Aug 9, 2025 • 0 new comments

• Support for control-lora

  #10686 commented on Aug 8, 2025 • 0 new comments

• CogvideoX VAE decoder consumes significantly more memory in the latest version

  #10091 commented on Aug 10, 2025 • 0 new comments

• AnimateDiff SparseCtrl RGB does not work as expected

  #9508 commented on Aug 10, 2025 • 0 new comments

• Try load gguf for FluxKontextPipeline but invalid input size

  #11839 commented on Aug 9, 2025 • 0 new comments

• wan2.1 vae take more gpu memory after compile

  #12082 commented on Aug 8, 2025 • 0 new comments

• Will `cosmos-transfer1` be supported in diffusers in the future?

  #12084 commented on Aug 8, 2025 • 0 new comments