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Support for LoRA / adapters in AceStepPipeline

Status: Open.

#14060 In huggingface/diffusers;

· Nib-git opened on Jun 24, 2026

SD1.5 - pipeline_controlnet_img2img and pipeline_controlnet_inpaint are mixing variables "image" and "control_image"

bugSomething isn't workingSomething isn't working

Status: Open.

#14057 In huggingface/diffusers;

· buddyforgothisemail opened on Jun 23, 2026

Modular pipeline: Krea 2

Status: Open.

#14056 In huggingface/diffusers;

· SamuelTallet opened on Jun 23, 2026

Fix mutable default argument in lora_base.py

Status: Open.

#14052 In huggingface/diffusers;

· shunfeng8421 opened on Jun 23, 2026

Add JoyAI-Image Edit Plus pipeline and model

Status: Open.

#14049 In huggingface/diffusers;

· tangyanf opened on Jun 23, 2026

Add Flux2KleinImg2ImgPipeline for FLUX.2 Klein

Status: Open.

#14042 In huggingface/diffusers;

· Sainava opened on Jun 22, 2026

Finalize Guidelines for Ulysses based context parallel attention

Status: Open.

#14041 In huggingface/diffusers;

· atharvajoshi10 opened on Jun 22, 2026

HookRegistry._child_registries_cache goes stale after enable_cache/disable_cache → ValueError: No context is set

Status: Open.

#14037 In huggingface/diffusers;

· christopher5106 opened on Jun 22, 2026

Remove link to HEIM for diffusion model evaluation

Status: Open.

#14033 In huggingface/diffusers;

· beyandbey opened on Jun 22, 2026

MagCache on Wan 2.2 Dual-Transformer Pipelines: Incorrect Step Accounting and Limited Effectiveness on a 4-Step Distilled Model (e.g. Wan2.2)

Status: Open.

#14025 In huggingface/diffusers;

· fatemehgh1313 opened on Jun 21, 2026

A bug on the set_timesteps function of the FlowMatchEulerDiscreteScheduler

bugSomething isn't workingSomething isn't working

Status: Open.

#14013 In huggingface/diffusers;

· TheLovesOfLadyPurple opened on Jun 20, 2026

attention dispatcher assumes wrong attributes for flash attn kernel from hub

bugSomething isn't workingSomething isn't working

Status: Open.

#14012 In huggingface/diffusers;

· bghira opened on Jun 20, 2026