ComfyUI_Patches_ll

ComfyUI_Patches_ll
★ 124

视频补丁缓存优化兼容性增强TeaCache/PuLID
为ComfyUI提供针对PuLID-Flux、Flux、HunYuanVideo、LTXVideo等的视频补丁，添加TeaCache、PuLID与First Block Cache钩子，提升兼容性与缓存效率（需ComfyUI>=0.3.17）。
💡 在ComfyUI中为视频节点启用TeaCache与First Block Cache以加速加载。
🍴 10 Forks💻 Python🔄 2026-01-12
📦
网盘下载
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https://pan.quark.cn/s/2df45d172dc1
📦 requirements.txt
numpy
packaging
save api extended
save api extended
📄 README

中文文档

Add some hooks method. Such as: TeaCache and First Block Cache for PuLID-Flux Flux HunYuanVideo LTXVideo MochiVideo WanVideo.

Need upgrade ComfyUI Version>=0.3.17

Preview (Image with WorkFlow)

Working with PuLID (need my other custom nodes ComfyUI_PuLID_Flux_ll)

Install

  • Manual
    •     cd custom_nodes
    git clone https://github.com/lldacing/ComfyUI_Patches_ll.git
    # restart ComfyUI

    Nodes

  • FluxForwardOverrider
  • Add some hooks method support to the Flux model
  • VideoForwardOverrider
  • Add some hooks method support to the video model. Support HunYuanVideo, LTXVideo, MochiVideo, WanVideo
  • DitForwardOverrider
  • Auto add some hooks method for model (automatically identify model type). Support Flux, HunYuanVideo, LTXVideo, MochiVideo, WanVideo
  • ApplyTeaCachePatch
  • Use the hooks provided in *ForwardOverrider to support TeaCache acceleration. Support Flux, HunYuanVideo, LTXVideo, MochiVideo, WanVideo
  • In my test results, the video quality is not good after acceleration for MochiVideo
  • ApplyTeaCachePatchAdvanced
  • Support start_at and end_at
  • ApplyFirstBlockCachePatch
  • Use the hooks provided in *ForwardOverrider to support First Block Cache acceleration. Support Flux, HunYuanVideo, LTXVideo, MochiVideo, WanVideo
  • In my test results, the video quality is not good after acceleration for MochiVideo
  • ApplyFirstBlockCachePatchAdvanced
  • Support start_at and end_at

    • SpeedUp reference

    TeaCache (rel_l1_thresh value)

    | | Original | 1.5x | 1.8x | 2.0x |

    |————–|———-|——|——|——|

    | Flux | 0 | 0.25 | 0.4 | 0.6 |

    | HunYuanVideo | 0 | 0.1 | – | 0.15 |

    | LTXVideo | 0 | 0.03 | – | 0.05 |

    | MochiVideo | 0 | 0.06 | – | 0.09 |

    | WanVideo | 0 | – | – | – |

    Note: “-” indicates small speedup, low quality or untested. WanVideo’s different models have different acceleration effects.

    First Block Cache (residual_diff_threshold value)

    | | Original | 1.2x | 1.5x | 1.8x |

    |————–|———-|——|——|——|

    | Flux | 0 | – | – | 0.12 |

    | HunYuanVideo | 0 | – | 0.1 | – |

    | LTXVideo | 0 | 0.05 | – | – |

    | MochiVideo | 0 | – | 0.03 | – |

    | WanVideo | 0 | – | 0.05 | – |

    Note: “-” indicates small speedup, low quality or untested.

    Thanks

    TeaCache

    ParaAttention

    Comfy-WaveSpeed