# evaluating-llms-harness

> Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag).

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.

- Type: Skill
- Made by: Orchestra-Research
- Category: AI & agents
- Formats: Skills
- Version: 9dec810
- Source: https://github.com/orchestra-research/ai-research-skills/tree/HEAD/11-evaluation/lm-evaluation-harness
- Page: https://pluginboard.ai/skills/evaluating-llms-harness

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the evaluating-llms-harness folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Claude

In Claude (web or desktop): Download the evaluating-llms-harness folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Gemini

In Gemini: Download the evaluating-llms-harness folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.copilot/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Cursor

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.cursor/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Claude Code

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.claude/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

Or all of AI Research Skills (Orchestra), in Claude Code:

```text
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs
/plugin install rag@ai-research-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.agents/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Antigravity

In Antigravity: Copy the evaluating-llms-harness folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.gemini/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Replit

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness .agents/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### OpenClaw

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.openclaw/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### OpenCode

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.config/opencode/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/lm-evaluation-harness ~/.hermes/skills/evaluating-llms-harness
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/11-evaluation/lm-evaluation-harness

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From Pluginboard (https://pluginboard.ai).