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Ferr0 's Collections
Red-team & offensive LLMs
Defensive AI & code security
Structured output & tool-calling
Local-first LLMs

Structured output & tool-calling

updated 2 days ago

Forcing LLMs to emit schema-valid JSON and call tools reliably — the engine room of agentic, production-grade AI.

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  • Running on Zero
    Agents

    Structured Output Playground

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    Lock any LLM's output to a JSON schema


  • Qwen/Qwen2.5-7B-Instruct

    Text Generation • 8B • Updated Jan 12, 2025 • 12.7M • • 1.39k

  • NousResearch/Hermes-2-Pro-Llama-3-8B

    Text Generation • 8B • Updated Sep 14, 2024 • 20.6k • • 453

  • Salesforce/xlam-function-calling-60k

    Viewer • Updated Jan 24, 2025 • 60k • 22.2k • 642

  • Efficient Guided Generation for Large Language Models

    Paper • 2307.09702 • Published Jul 19, 2023 • 8
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