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Opt-in weight integrity verification at load time (pinned SHA-256 hashes / manifest)

feature-request

pipelines

Status: Open.

#14784 In huggingface/diffusers;

· UniversePeak opened on Sep 15, 2026

Deprecating Siglip2ImageProcessorFast

bugSomething isn't workingSomething isn't working

needs-code-exampleWaiting for relevant code example to be providedWaiting for relevant code example to be provided

needs-env-info

pipelines

Status: Open.

#14780 In huggingface/diffusers;

· ariG23498 opened on Sep 15, 2026

MLU backend utilities fail despite MLU device detection

bugSomething isn't workingSomething isn't working

models

needs-env-info

Status: Open.

#14779 In huggingface/diffusers;

· SeptPonts opened on Sep 15, 2026

LTX2 import fails with Transformers 5.5.0 due to annotation-only Gemma4Unified dependency

bugSomething isn't workingSomething isn't working

needs-env-info

pipelines

Status: Open.

#14773 In huggingface/diffusers;

· Imagineer99 opened on Sep 14, 2026

[Bug / Optimization] Make AutoencoderKLWan stateless to fix torch.compile compatibility and enable 1.45x speedup

bugSomething isn't workingSomething isn't working

models

Status: Open.

#14770 In huggingface/diffusers;

· NotNANtoN opened on Sep 14, 2026

save_pretrained(safe_serialization=False) leaves the old safetensors checkpoint behind, and from_pretrained loads it instead of the new weights

bugSomething isn't workingSomething isn't working

pipelines

Status: Open.

#14769 In huggingface/diffusers;

· aminmiral opened on Sep 14, 2026

Cosmos2VideoToWorldPipeline applies FPS RoPE modulation that the released Cosmos-Predict2 checkpoints disable natively (default fps=16 → temporal RoPE ×1.5)

bugSomething isn't workingSomething isn't working

models

needs-env-info

pipelines

Status: Open.

#14768 In huggingface/diffusers;

· rebel-seinpark opened on Sep 14, 2026

Add IP-Adapter support to StableDiffusionXLInstructPix2PixPipeline

feature-request

pipelines

Status: Open.

#14761 In huggingface/diffusers;

· vivi27x opened on Sep 12, 2026

Pipeline properties that read attributes __call__ never sets (SD3 skip_guidance_layers, LEdits++ XL guidance_scale)

bugSomething isn't workingSomething isn't working

needs-env-info

pipelines

Status: Open.

#14759 In huggingface/diffusers;

· yupengtang opened on Sep 12, 2026

move LTX2TextConnectors into models/condition_embedders/

Status: Open.

#14749 In huggingface/diffusers;

· yiyixuxu opened on Sep 9, 2026

MiniMax-H3 VAE decoder loads in fp32 but CUDA decode runs it in fp16

bugSomething isn't workingSomething isn't working

modular-pipelines

needs-env-info

Status: Open.

#14746 In huggingface/diffusers;

· asomoza opened on Sep 9, 2026

·  

Release 0.41.0

[Community] Rectified-CFG++ pipelines for SD3/3.5, Flux, Lumina 2, Qwen-Image, and Wan

feature-request

pipelines

Status: Open.

#14744 In huggingface/diffusers;

· shreshthsaini opened on Sep 9, 2026