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Richard Brough

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Prompting LLMs to use Tools and Resources with MCPNDC Manchester 20252025-12-01
Shows that small open models can be coaxed to call MCP tools and external APIs by embedding concise JSON/YAML schemas and Llama-style instruction templates…
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Aligning DeepSeek R1DevBcn 20252025-07-08
Re‑aligned R1‑distill models using PyTorch and Hugging Face transformers with about 7 million tokens of synthetic data drawn from filtered Q&A repos, training…
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