ComfyUI-ARZUMATA

ComfyUI-ARZUMATA
★ 4

文本编码缓存加速ComfyUI扩展实用节点
为FLUX提供CLIP文本编码的缓存节点，并包含若干随机实用节点，可加速文本编码并扩展ComfyUI功能。
💡 缓存CLIP文本编码以加速FLUX工作流。
🍴 1 Forks💻 Python🔄 2025-10-02
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📄 README

ComfyUI-ARZUMATA

Random nodes for ComfyUI for various purposes.

Nodes List

🔧 Universal Device Override (New!)

Type-safe node that forces any model or module to run on a specified device (cpu, cuda:0, etc.).

Designed to work seamlessly with:

  • MODEL, CLIP, VAE
  • WANVAE, CLIP_VISION
  • CONTROL_NET, T2I_ADAPTER, IP_ADAPTER
  • And other custom types

    • Caching CLIP Text Encode for FLUX

    A simple performance-optimized FLUX node that stores CLIP to CONDITIONING conversion results in it’s cache.

    Caching eliminates redundant processing time by reusing previous results, significantly improving workflow efficiency and saving a lot of time.

    It only activates when there is a change in one of the text inputs, clip model change or cache expired.

    What node caches:

  • CLIP model reference in memory (you can switch clip model and try it without losing cache from previous clip model should you decide to switch back)
  • clip_l string
  • t5xxx string

    • Guidance value is NOT cached — can be changed on the fly without invalidating cache

    There is also a cache limit option to limit cache size, it will delete the oldest cache when the cache size is exceeded.

    Caching CLIP Text Encode

    Same as above, but simplified:

  • Single text input
  • No guidance value

    • Installation

    Clone this repository to ComfyUI/custom_nodes directory.

    Credit

  • discus0434/comfyui-caching-embeddings — inspiration for caching logic
  • City96 [Apache2] ComfyBootlegOffload

    • And, to all ComfyUI custom node developers