Tim Messerschmidt

No description.

Tool-calling quality benchmark for LLM serving stacks. 80+ deterministic scenarios testing multi-turn orchestration, safety boundaries, and structured output. Supports vLLM, SGLang, and llama.cpp.

Know exactly how much context your MCP tools cost — before you type a single prompt.

vLLM Tune consolidates MoE and FP8 dense GEMM kernel tuning into a single command