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Image Credit: Medium

Speed up ComfyUI Image and Video generation with TeaCache

  • TeaCache is a caching technique that leverages the similarity between input and output of attention blocks in diffusion models, speeding up ComfyUI image and video generation.
  • TeaCache, in combination with model compiling, can result in 2.5X to 3X speed improvements in API inference and ComfyUI workloads.
  • TeaCache node from the ComfyUI-TeaCache node pack includes parameters like rel_l1_thresh and max_skip_steps to control cache refreshing and generation speed.
  • Setting proper values for rel_l1_thresh and max_skip_steps can maintain quality while improving generation speed, but values above certain thresholds may lead to loss of details.

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