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rank_dict.values() list index out of range in diffuser v0.40

bugSomething isn't workingSomething isn't working

Status: Open.

#14860 In huggingface/diffusers;

· xalteropsx opened on Sep 23, 2026

QwenImage21Pipeline on MPS: every edit after the first in the same process returns all-NaN at output_resolution=1024

Status: Open.

#14859 In huggingface/diffusers;

· ck71 opened on Sep 23, 2026

QwenImage21Pipeline: editing an image the model generated degrades at output_resolution=1024 regardless of seed (not noise replay, MPS)

Status: Open.

#14858 In huggingface/diffusers;

· ck71 opened on Sep 23, 2026

Explore llama.cpp/ggml quantization kernels for our GGUF integration

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

Status: Open.

#14841 In huggingface/diffusers;

· moon-bot-app opened on Sep 22, 2026

Windows: check_ai.py fails decoding UTF-8 guides with the default locale

Status: Open.

#14837 In huggingface/diffusers;

· dlowzzxx opened on Sep 22, 2026

Enable KV cache offloading for a better speed-memory trade-off

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

Status: Open.

#14833 In huggingface/diffusers;

· sayakpaul opened on Sep 22, 2026

[Qwen-Image 2.1] Modular pipeline

Status: Open.

#14832 In huggingface/diffusers;

· SamuelTallet opened on Sep 21, 2026

[Qwen-Image 2.1] TaylorSeer cache crashes with the default KV cache (feature shape changes after the prefill step)

Status: Open.

#14829 In huggingface/diffusers;

· hide3tu opened on Sep 21, 2026

Qwen Image 2.1 transformer is incompatible with torch.compile

bugSomething isn't workingSomething isn't working

Status: Open.

#14821 In huggingface/diffusers;

· abel1502 opened on Sep 20, 2026

PNDMScheduler combines raw v_prediction outputs in PRK and PLMS instead of noise predictions

Status: Open.

#14816 In huggingface/diffusers;

· Nicholas022400701 opened on Sep 20, 2026

How to generate white background images instead of colorful?

Status: Open.

#14814 In huggingface/diffusers;

· emadyounan opened on Sep 19, 2026

A sharded .bin checkpoint can't be loaded with the default from_pretrained (use_safetensors=None)

Status: Open.

#14811 In huggingface/diffusers;

· aminmiral opened on Sep 18, 2026