Pull Requests huggingface/diffusers

Allow bucket reshuffling with DreamBooth caches size/L examples

#13712 opened 2026-05-10 19:42 by azolotenkov

Fix shared transformer masks and temporal output channels models tests size/L utils fixes-issue

#13711 opened 2026-05-10 11:23 by taivu1998

Add opt-in Exclusive Self Attention support models tests size/L fixes-issue

#13710 opened 2026-05-10 11:23 by taivu1998

Fix model infrastructure edge cases models tests size/L utils fixes-issue

#13709 opened 2026-05-10 11:23 by taivu1998

Fix Flux IP-Adapter masks, CFG embeds, and modular helper coupling models tests size/L modular-pipelines pipelines

#13708 opened 2026-05-10 11:20 by taivu1998

Fix double timestep shifting in `FlowMatchEulerDiscreteScheduler.set_timesteps` (#13243) size/S schedulers

#13706 opened 2026-05-10 09:25 by jbbqqf

Validate `num_inference_steps > 0` in `DDPMScheduler.set_timesteps` (#13394) tests size/S schedulers fixes-issue

#13705 opened 2026-05-10 09:22 by jbbqqf

Guard against zero `std_cfg` in `rescale_noise_cfg` (#13425) pipelines fixes-issue

#13704 opened 2026-05-10 09:20 by jbbqqf

[mps] Fix NaN in Attention.get_attention_scores when attention_mask is None models tests size/S fixes-issue

#13701 opened 2026-05-08 23:19 by Shreyas-jk

[discrete diffusion] Add dflash pipeline documentation tests size/L utils pipelines examples schedulers

#13699 opened 2026-05-08 10:13 by kashif

Fix Stable Cascade review issues models tests size/L pipelines fixes-issue

#13695 opened 2026-05-07 15:14 by hlky

Fix LongCat AudioDiT dtype, VAE, and attention API issues models tests size/L pipelines fixes-issue

#13694 opened 2026-05-07 14:30 by hlky

Fix Wan batch conditioning and config handling tests size/L modular-pipelines pipelines fixes-issue

#13693 opened 2026-05-07 14:03 by hlky

z-image support npu close-to-merge models size/S

#13689 opened 2026-05-07 08:47 by luren55

fix(deepfloyd_if): remove @torch.no_grad() from encode_prompt in all IF variants size/S pipelines

#13688 opened 2026-05-07 07:22 by xodn348

[LLaDA 2.0-Uni] Add LLaDA 2.0-Uni multimodal discrete diffusion pipeline documentation models tests size/L utils pipelines schedulers

#13686 opened 2026-05-06 17:18 by ChinChyi

Fix `stable_video_diffusion` models tests size/L pipelines fixes-issue

#13684 opened 2026-05-06 04:45 by hlky

Add a (rolling) KV cache for Wan models to enable autoregressive rollouts ("SelfForcing-style"). documentation models tests size/L

#13681 opened 2026-05-05 10:46 by gueraf

Fix consistency_models class-label sampling and latent shapes tests size/L pipelines fixes-issue

#13679 opened 2026-05-05 00:48 by hlky

fix(ddpm): use _execution_device, validate inputs, free hooks (#13649) size/S pipelines

#13671 opened 2026-05-01 10:18 by Anai-Guo

fix(unets): preserve scalar float timestep dtype in UNet1D/2D + FlaxUNet2DCondition (#13654) models size/S

#13669 opened 2026-05-01 04:25 by Anai-Guo

fix(free_noise): resolve None default, repeat_context/shuffle_context, list gen, mid-block disable (#13653) size/S pipelines

#13668 opened 2026-05-01 04:23 by Anai-Guo

fix(onnx): make provider_options optional in OnnxRuntimeModel._from_pretrained (#13653) size/S pipelines

#13667 opened 2026-05-01 04:21 by Anai-Guo

[qwenimage] add image_area kwarg to QwenImageEditPlusPipeline size/S pipelines

#13660 opened 2026-04-30 08:17 by david-PHR

fix(stable_audio): align batched initial audio with prompts (#13629) size/S pipelines

#13659 opened 2026-04-30 07:26 by Anai-Guo

fix(controlnet_hunyuan): wire num_layers, pooled_projection_dim, use_style_cond into from_transformer (#13641) models size/S

#13658 opened 2026-04-30 07:25 by Anai-Guo

fix(akv_video): preserve encoder logvar in KVAE video VAE (#13652) models size/S

#13657 opened 2026-04-30 07:22 by Anai-Guo

fix(z_image): align cap_pos length with cap_out by passing raw caption length models size/S fixes-issue

#13576 opened 2026-04-29 07:47 by Anai-Guo

Cache ModelMixin.dtype to avoid named_parameters walk per access models size/S

#13571 opened 2026-04-28 01:54 by akshan-main

Add rolling KV cache hook models tests size/L hooks

#13569 opened 2026-04-27 22:38 by gueraf