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Wednesday, 30 April 2025

The 4 Things Qwen-3’s Chat Template Teaches Us

Hugging Face 1 year ago 35

Alibaba's Qwen-3 model introduces a more sophisticated chat template than its predecessors, with four key technical improvements to how conversations are formatted and processed. The model includes an optional reasoning toggle via the enable_thinking flag, dynamic context management using rolling checkpoints that preserve relevant thinking blocks during tool calls, improved JSON serialization for tool arguments to avoid double-escaping, and removes the default system prompt while maintaining accurate self-identification. These changes enable more flexible reasoning, better multi-step tool workflows, and more efficient token usage in agentic applications.

How to Build an MCP Server with Gradio

Hugging Face 1 year ago 2

Gradio, a Python library with over 1 million monthly developers, now allows developers to launch their apps as Model Context Protocol servers that enable large language models to call Gradio functions as tools. Converting a Gradio app to an MCP server requires only setting `mcp_server=True` in the `.launch()` method, with the server accessible via a single HTTP endpoint. This integration enables LLMs running in applications like Claude Desktop, Cursor, or Cline to access custom tools ranging from image generation to calculations, with Gradio automatically converting Python functions into MCP tools with descriptions derived from their docstrings.

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