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Commits on Jan 12, 2026

• Fix QwenImage txt_seq_lens handling (#12702)

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  4 peopleauthored
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Commits on Jan 10, 2026

• Fix typos (#12705)

  omahs

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• [docs] polish caching docs. (#12684)

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  sayakpaul

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  stevhliu

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• [Modular] better docstring (#12932)

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  yiyixuxu

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• Fix: typo in autoencoder_dc.py (#12687)

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  tvelovraf

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  yiyixuxu

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• [LoRA] add LoRA support to LTX-2 (#12933)

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  sayakpaul

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• [ChronoEdit] support multiple loras (#12679)

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• [modular] error early in `enable_auto_cpu_offload` (#12578)

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  sayakpaul

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• Fix ftfy name error in Wan pipeline (#12314)

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  dsocek

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  yiyixuxu

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Commits on Jan 9, 2026

• Align HunyuanVideoConditionEmbedding with CombinedTimestepGuidanceTextProjEmbeddings (#12316)

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  samutamm

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  yiyixuxu

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• Fix wrong param types, docs, and handles noise=None in scale_noise of FlowMatching schedulers (#11669)

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  Promisery

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  yiyixuxu

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• Change timestep device to cpu for xla (#11501)

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• Laplace Scheduler for DDPM (#11320)

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• [Feature] MultiControlNet support for SD3Impainting (#11251)

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  ishan-modi

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  yiyixuxu

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• Improve docstrings and type hints in scheduling_consistency_models.py (#12931)

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  delmalih

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• [core] Handle progress bar and logging in distributed environments (#12806)

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  sayakpaul

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• [chore] remove controlnet implementations outside controlnet module. (#12152)

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  sayakpaul

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• [Modular] qwen refactor (#12872)

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  yiyixuxu

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• Torchao floatx version guard (#12923)

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  howardzhang-cv

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  sayakpaul

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• [NPU] npu attention enable ulysses (#12919)

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  TmacAaron

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  sayakpaul

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• fix the warning torch_dtype is deprecated (#12841)

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  msdsm

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Commits on Jan 8, 2026

• Fix: Remove hardcoded CUDA autocast in Kandinsky 5 to fix import warning (#12814)

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  3 peopleauthored
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• Improve docstrings and type hints in scheduling_consistency_decoder.py (#12928)

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  delmalih

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• Add LTX 2.0 Video Pipelines (#12915)

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  dg845

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  sayakpaul

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Commits on Jan 7, 2026

• [Modular] Video for Mellon (#12924)

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  asomoza

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• Improve docstrings and type hints in scheduling_edm_euler.py (#12871)

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  delmalih

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• Add transformer cache context for SkyReels-V2 pipelines & Update docs (#12837)

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  tolgacangoz

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• Add FSDP option for Flux2 (#12860)

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• LTX Video 0.9.8 long multi prompt (#12614)

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  yaoqih

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  yiyixuxu

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Commits on Jan 6, 2026

• [Flux.1] improve pos embed for ascend npu by computing on npu (#12897)

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  zhangtao0408

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  TaoZhang-Work

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• Check for attention mask in backends that don't support it (#12892)

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• Detect 2.0 vs 2.1 ZImageControlNetModel (#12861)

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  hlky

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• [core] remove unneeded autoencoder methods when subclassing from `AutoencoderMixin` (#12873)

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  sayakpaul

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• Fix wan 2.1 i2v context parallel (#12909)

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  DefTruth

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• Fix typo in src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py (#12914)

  miguelmartin75

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