# ComfyUI-Prompt-MZ **Repository Path**: comfyui_custom_nodes/ComfyUI-Prompt-MZ ## Basic Information - **Project Name**: ComfyUI-Prompt-MZ - **Description**: No description available - **Primary Language**: Unknown - **License**: GPL-3.0 - **Default Branch**: dev - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2024-07-19 - **Last Updated**: 2024-07-19 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/c5bae957-2c47-4a73-86e0-2949fcf72fd5) # 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 1. Clone this repo into `custom_nodes` folder. 2. Restart ComfyUI. ## Nodes + MZ_Florence2CLIPTextEncode ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/b60bb22c-f42b-4c4f-a0ac-20a6c09c9046) + ModelConfigManualSelect (Ollama) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/2009e330-0f1f-4f28-9b4c-8446d3cdc519) + CLIPTextEncode (LLamaCPP Universal) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/1f66ce10-920f-4ada-9287-f86a51782bff) + ModelConfigManualSelect(LLamaCPP) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/42473248-8902-43d7-a08b-37bb3d20b4aa) + ModelConfigDownloaderSelect(LLamaCPP) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/6a2f561b-deb0-43d3-900f-c9d6b23d0ea4) + CLIPTextEncode (ImageInterrogator) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/e76eb5dc-1c6c-4a59-8197-8bd7b56c3889) + ModelConfigManualSelect(ImageInterrogator) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/71a48734-e3f3-4ced-a8d7-cd334340efdb) + ModelConfigDownloaderSelect(ImageInterrogator) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/bfec7696-1f86-4fe5-9dc3-807b39366524) + CLIPTextEncode (OpenAI API) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/14e9a96a-ec1b-481d-8f5a-43cd752ad01b) + CLIPTextEncode (Phi-3) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/c4b97aeb-23c0-4cf1-a6a5-d259fdf83f6e) + CLIPTextEncode (LLama3) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/40da75ab-46db-4f38-9d8e-b7f9184f77fa) + ImageInterrogator (LLava) ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/f397c432-c2f7-4d48-9b95-2031cfb19e8c) Enable parameter sd_format ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/4d2cf65d-e8a3-4dfa-b735-9d591638028c) + ImageCaptionerConfig ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/147941a2-cb5f-418f-acd9-8e17ffaf044a) + LLamaCPPOptions ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/256483e0-c3b7-4d04-82f4-f71f7d9584c9) + CustomizeInstruct ![image](https://github.com/MinusZoneAI/ComfyUI-Prompt-MZ/assets/5035199/d328ba44-2eab-4f95-bd35-585a9cdc9ec2) + 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/comfyanonymous/ComfyUI) + [https://github.com/ggerganov/llama.cpp](https://github.com/ggerganov/llama.cpp) + [https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb](https://github.com/BlenderNeko/ComfyUI_ADV_CLIP_emb) ## Star History Star History Chart ## Contact - 绿泡泡: minrszone - Bilibili: [minus_zone](https://space.bilibili.com/5950992) - 小红书: [MinusZoneAI](https://www.xiaohongshu.com/user/profile/5f072e990000000001005472) - 爱发电: [MinusZoneAI](https://afdian.net/@MinusZoneAI)