ComfyUI-ModelScope

ComfyUI-ModelScope
★ 2

ModelScopeComfyUI集成多模态推理文本到图像
将ModelScope API无缝接入ComfyUI，支持LLM、VLM和文本到图像在线推理，无需本地模型，并提供超时、SSL与输入校验等稳健机制。
💡 在ComfyUI中调用ModelScope在线模型进行文本、图像和多模态推理。
🍴 1 Forks💻 Python🔄 2026-01-05
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https://pan.quark.cn/s/e58c8376a81b
LLM workflow
VLM workflow
Image Generation workflow
📄 README

ComfyUI-ModelScope

A ComfyUI custom node package for ModelScope API integration, providing seamless access to ModelScope’s powerful AI models including Large Language Models (LLM), Vision-Language Models (VLM), and Image Generation capabilities.

About ModelScope

ModelScope is a comprehensive AI model platform that offers state-of-the-art models for various AI tasks. This ComfyUI integration provides direct access to ModelScope’s API inference services, enabling you to leverage powerful models like Qwen series without local model deployment.

Features

  • Large Language Model (LLM): Generate text responses using ModelScope’s chat completion models
  • Vision-Language Model (VLM): Analyze images with text prompts using advanced multimodal models
  • Text-to-Image Generation: Create high-quality images from text descriptions
  • Enhanced Error Handling: Robust timeout management and SSL configuration
  • Input Validation: Comprehensive validation with helpful tooltips and placeholders
  • Text Sanitization: Automatic text cleaning for ComfyUI showText node compatibility
  • Configurable Timeouts: Adjustable request timeouts optimized for different model types

    • Installation

    1. Install the Extension

    Download or git clone this repository inside ComfyUI/custom_nodes/ directory:

    git clone https://github.com/neverbiasu/ComfyUI-ModelScope.git

    Or use the ComfyUI Manager for automatic installation.

    2. Install Dependencies

    The extension requires the following Python packages:

    pip install -r requirements.txt

    3. API Configuration

    You’ll need a ModelScope API key to use these nodes. You can obtain one from ModelScope.

    Set your API key in one of these ways:

  • Set the MODELSCOPE_API_KEY environment variable
  • Set the MODELSCOPE_ACCESS_TOKEN environment variable
  • Provide the API key directly in the node’s api_key field

    • 4. Restart ComfyUI

    Restart ComfyUI to load the new nodes.

    Example Workflows

    Text Generation Workflow

    Use the ModelScope LLM node to generate creative text, answer questions, or perform text processing tasks.

    Vision-Language Understanding Workflow

    Analyze images and answer questions about their content using advanced vision-language models.

    Text-to-Image Generation Workflow

    Generate custom images from text descriptions with fine-tuned control over output parameters.

    Related Links

  • ModelScope Platform
  • ModelScope API Documentation
  • ComfyUI