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Add KV Cache for Autoregressive Inference

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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

Wan 2.1 CineScale - up to 4K

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

Status: Open.

#12369 In huggingface/diffusers;

· bhack opened on Sep 22, 2025

Add guidance free method as GFT

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)

Status: Open.

#12323 In huggingface/diffusers;

· Bili-Sakura opened on Sep 12, 2025

The IP Adapter provides different conditional guidance for each frame generated by AnimateDiff.

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)

Status: Open.

#12139 In huggingface/diffusers;

· tlemangen opened on Aug 13, 2025

Request to implement FreeScale, a new diffusion scheduler

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)

staleIssues that haven't received updatesIssues that haven't received updates

Status: Open.

#10281 In huggingface/diffusers;

· arthur-qiu opened on Dec 18, 2024

[New Feature] Flux PuLID

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)

Status: Open.

#10141 In huggingface/diffusers;

· SahilCarterr opened on Dec 6, 2024

Detail-Daemon diffusers

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)

wip

Status: Open.

#10112 In huggingface/diffusers;

· NicholasCao opened on Dec 4, 2024

[New feature] A Noise Injection Method for Flux

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)

wip

Status: Open.

#10071 In huggingface/diffusers;

· SahilCarterr opened on Dec 1, 2024

APG: Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models

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)

staleIssues that haven't received updatesIssues that haven't received updates

Status: Open.

#9585 In huggingface/diffusers;

· oxysoft opened on Oct 4, 2024

[Pipeline] AnimateDiff + SparseControl + ControlNet

community-examples

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

good first issueGood for newcomersGood for newcomers

Status: Open.

#9329 In huggingface/diffusers;

· aihopper opened on Aug 30, 2024

Implementing training-free RB-Modulation pipeline for most used models

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)

wip

Status: Open.

#9283 In huggingface/diffusers;

· AnandK27 opened on Aug 26, 2024

variable (per frame) IP Adapter weights in video

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)

low-priority

staleIssues that haven't received updatesIssues that haven't received updates

Status: Open.

#8843 In huggingface/diffusers;

· eps696 opened on Jul 11, 2024