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🧠 MLOps

LLM Evaluation Harness

★★★☆☆

lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).

skill_view("evaluating-llms-harness")

📖 Guide

Load with skill_view("evaluating-llms-harness"). Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.

🔧 How To

Skill sections: lm-evaluation-harness - LLM Benchmarking, What's inside, Quick start, Common workflows, Workflow 1: Standard benchmark evaluation, Full MMLU evaluation (57 subjects).

⚠️ Pitfalls

Focuses on LLM Evaluation Harness. Read the skill before acting - it encodes the exact commands.

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