ComfyUI-Prompt-MZ

ComfyUI-Prompt-MZ
★ 129

提示词生成llama.cppComfyUI插件提示工程
基于llama.cpp，在ComfyUI中生成与提示词相关的节点与提示建议，提升提示工程效率。
💡 快速生成与优化用于图像生成的提示词
🍴 12 Forks💻 Python🔄 2025-08-14
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📦 requirements.txt
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llama-cpp-python
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📄 README

ComfyUI-Prompt-MZ

基于llama.cpp的一些和提示词相关的节点，目前包括美化提示词和类似clip-interrogator的图片反推

Use llama.cpp to assist in generating some nodes related to prompt words, including beautifying prompt words and image recognition similar to clip-interrogator

Recent changes

  • [2024-06-22] 新增Florence-2-large图片反推模型节点 (Added Florence-2-large image interrogation model node)
  • [2024-06-20] 新增选择本机ollama模型的节点 (Added nodes to select local ollama models)
  • [2024-06-05] 新增千问2.0预设模型 (Added Qianwen 2.0 preset model)
  • [2024-06-05] 可选chat_format,图片反推后处理 (Optional chat_format, post-processing after image interrogation)
  • [2024-06-04] 新增了一些预设模型 (Added some preset models)
  • [2024-06-04] 新增通用节点,支持手动选择模型 (Add universal node, support manual selection of models)
  • [2024-05-30] 添加ImageCaptionerConfig节点来支持批量生成提示词 (Add ImageCaptionerConfig node to support batch generation of prompt words)
  • [2024-05-24] 运行后在当前节点显示生成的提示词 (Display the generated prompt words in the current node after running)
  • [2024-05-24] 兼容清华智谱API (Compatible with Zhipu API)
  • [2024-05-24] 使用A1111权重缩放,感谢ComfyUI_ADV_CLIP_emb (Use A1111 weight scaling, thanks to ComfyUI_ADV_CLIP_emb)
  • [2024-05-13] 新增OpenAI API节点 (add OpenAI API node)
  • [2024-04-30] 支持自定义指令 (Support for custom instructions)
  • [2024-04-30] 添加llava-v1.6-vicuna-13b (add llava-v1.6-vicuna-13b)
  • [2024-04-30] 添加翻译
  • [2024-04-28] 新增Phi-3-mini节点 (add Phi-3-mini node)

    • Installation

  • Clone this repo into custom_nodes folder.
  • Restart ComfyUI.

    • Nodes

  • MZ_Florence2CLIPTextEncode
  • ModelConfigManualSelect (Ollama)

  • CLIPTextEncode (LLamaCPP Universal)

  • ModelConfigManualSelect(LLamaCPP)
  • ModelConfigDownloaderSelect(LLamaCPP)
  • CLIPTextEncode (ImageInterrogator)
  • ModelConfigManualSelect(ImageInterrogator)

  • ModelConfigDownloaderSelect(ImageInterrogator)
  • CLIPTextEncode (OpenAI API)
  • CLIPTextEncode (Phi-3)

  • CLIPTextEncode (LLama3)

  • ImageInterrogator (LLava)

    • Enable parameter sd_format

  • ImageCaptionerConfig
  • LLamaCPPOptions
  • CustomizeInstruct

  • BaseLLamaCPPCLIPTextEncode (可以手动传入模型路径/You can directly pass in the model path)
  • BaseLLavaImageInterrogator (可以手动传入模型路径/You can directly pass in the model path)

    • FAQ

    moudle ‘llama_cpp’ has no attribute ‘LLAMA_SPLIT_MODE_LAYER’

    升级llama_cpp_python的版本到最新版本,前往 https://github.com/abetlen/llama-cpp-python/releases 下载安装

    LLama.dll 无法加载 (Failed to load shared library LLama.dll)

    CUDA版本切换到12.1,如果你使用秋叶启动器,高级设置->环境维护->安装PyTorch->选择版本中选择CUDA 12.1的版本

    …llama_cpp_python-0,2.63-cp310-cp310-win_and64.whl returned nonzero exit status

    保持网络畅通,该上魔法上魔法,或者手动安装llama_cpp_python

    Credits

  • https://github.com/comfyanonymous/ComfyUI
  • https://github.com/ggerganov/llama.cpp
  • https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb

    • Star History

    Contact

  • 绿泡泡: minrszone
  • Bilibili: minus_zone
  • 小红书: MinusZoneAI
  • 爱发电: MinusZoneAI