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The Diffusers MVP 🚀

Status: Open.

#12635 In huggingface/diffusers;

· sayakpaul opened on Nov 11, 2025

DDIMScheduler.step() logic mismatches set_timesteps() list when using timestep_spacing='linspace'

bugSomething isn't workingSomething isn't working

Status: Open.

#12633 In huggingface/diffusers;

· cbprfCsun opened on Nov 11, 2025

stable_diffusion_xl_img2img failed due to dtype missmatch

bugSomething isn't workingSomething isn't working

Status: Open.

#12632 In huggingface/diffusers;

· jiqing-feng opened on Nov 11, 2025

AttributeError: 'GPT2Model' object has no attribute '_get_initial_cache_position' in AudioLDM2Pipeline

bugSomething isn't workingSomething isn't working

Status: Open.

#12630 In huggingface/diffusers;

· chaowenguo0 opened on Nov 11, 2025

please add strength to wanimagetovideopipeline

Status: Open.

#12624 In huggingface/diffusers;

· chaowenguo0 opened on Nov 10, 2025

Missing files in release assets

bugSomething isn't workingSomething isn't working

Status: Open.

#12620 In huggingface/diffusers;

· kwonmha opened on Nov 10, 2025

wan 2.2 cause nan in latent in i2v

bugSomething isn't workingSomething isn't working

Status: Open.

#12613 In huggingface/diffusers;

· chaowenguo0 opened on Nov 8, 2025

Quanto + Group Offload causes device mismatch error (weights on cpu, mat1 on gpu)

bugSomething isn't workingSomething isn't working

Status: Open.

#12610 In huggingface/diffusers;

· bghira opened on Nov 7, 2025

dispatch_attention_fn silently ignores attn_mask for certain backends

bugSomething isn't workingSomething isn't working

contributions-welcome

Status: Open.

#12605 In huggingface/diffusers;

· zzlol63 opened on Nov 7, 2025

[feature] Add context parallel cp_plan support to many mainstream models

Status: Open.

#12603 In huggingface/diffusers;

· DefTruth opened on Nov 7, 2025

Add KV Cache for Autoregressive Inference

advanced

consider-for-modular-diffusersThings to consider adding support for in Modular Diffusers (with the help of community)Things to consider adding support for in Modular Diffusers (with the help of community)

contributions-welcome

modular-diffusers

Status: Open.

#12600 In huggingface/diffusers;

· DN6 opened on Nov 6, 2025

Moving to CUDA after loading is extremely slow

enhancementNew feature or requestNew feature or request

performanceAnything related to performance improvements, profiling and benchmarkingAnything related to performance improvements, profiling and benchmarking

Status: Open.

#12599 In huggingface/diffusers;

· francois-rozet opened on Nov 5, 2025