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Future support for PipeFusion / DistriFusion style timestep pipeline parallelism?

Status: Open.

#795 In vipshop/cache-dit;

· BitCalSaul opened on Feb 15, 2026

amd gpu doesn't work normally

Status: Open.

#793 In vipshop/cache-dit;

· ytoaa opened on Feb 7, 2026

Flux 2 dev, tp, mutated outputs

Status: Open.

#791 In vipshop/cache-dit;

· putdanil opened on Feb 6, 2026

torchrun --nproc_per_node=8 generate.py wan2.2_i2v --parallel ulysses_tp --ulysses-anything --num-frames 81 --model-path /sse_ard/pretrained_models/Wan2.2-I2V-A14B-Diffusers --cache --num_inference_steps 2 --track-memory

Status: Open.

#784 In vipshop/cache-dit;

· ahuang1900 opened on Feb 4, 2026

qwen-image-edit 2511 low quanlity

Status: Open.

#741 In vipshop/cache-dit;

· BBuf opened on Jan 21, 2026

[RFC] Cache Dit extension supports the MindIE SD acceleration suite to further accelerate the Ascend NPU backend.

enhancementNew feature or requestNew feature or request

feature

Status: Open.

#733 In vipshop/cache-dit;

· blian6 opened on Jan 20, 2026

使用cache_dit给 LTX-2图生视频加速推理时，遇到了diffusers版本兼容性的问题，我尝试了0.36.0和0.37.0都不行

Status: Open.

#732 In vipshop/cache-dit;

· cbfxwyrhk7-debug opened on Jan 20, 2026

Required latency benchmark for H100/H800

Status: Open.

#704 In vipshop/cache-dit;

· DefTruth opened on Jan 15, 2026

[RFC] v1.3.0 Roadmap

Status: Open.

#673 In vipshop/cache-dit;

· DefTruth opened on Jan 9, 2026

现在的版本是彻底的抛弃了MPS支持

Status: Open.

#657 In vipshop/cache-dit;

· Jarhead-star opened on Jan 8, 2026

blurry output while using Qwen-Image-Edit-2509 with ulysses + flash attn backend

bugSomething isn't workingSomething isn't working

Status: Open.

#632 In vipshop/cache-dit;

· DefTruth opened on Dec 30, 2025

Request ControlNet Parallelism for Qwen-Image-ControlNet

Status: Open.

#613 In vipshop/cache-dit;

· DefTruth opened on Dec 25, 2025