Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag).
Part of AI Research Skills (Orchestra)Pack · 98 skills
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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.
Skills people install alongside evaluating-llms-harness.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.copilot/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.cursor/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.claude/skills/evaluating-llms-harness
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.agents/skills/evaluating-llms-harness
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.gemini/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness .agents/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.openclaw/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.config/opencode/skills/evaluating-llms-harness
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npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.hermes/skills/evaluating-llms-harness
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Write a reviewSkills people install alongside evaluating-llms-harness.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.