# nemo-evaluator-sdk

> Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execu…

Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable evaluation on local Docker, Slurm HPC, or cloud platforms. NVIDIA's enterprise-grade platform with container-first architecture for reproducible benchmarking.

- Type: Skill
- Made by: Orchestra-Research
- Category: AI & agents
- Formats: Skills
- Version: aff0cb8
- Source: https://github.com/orchestra-research/ai-research-skills/tree/HEAD/11-evaluation/nemo-evaluator
- Page: https://pluginboard.ai/skills/nemo-evaluator-sdk-orchestra-research

## 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 nemo-evaluator-sdk 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/nemo-evaluator

### Claude

In Claude (web or desktop): Download the nemo-evaluator-sdk 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/nemo-evaluator

### Gemini

In Gemini: Download the nemo-evaluator-sdk 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/nemo-evaluator

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.copilot/skills/nemo-evaluator-sdk
```

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

### Cursor

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.cursor/skills/nemo-evaluator-sdk
```

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

### Claude Code

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.claude/skills/nemo-evaluator-sdk
```

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

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/nemo-evaluator ~/.agents/skills/nemo-evaluator-sdk
```

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

### Antigravity

In Antigravity: Copy the nemo-evaluator-sdk 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/nemo-evaluator

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.gemini/skills/nemo-evaluator-sdk
```

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

### Replit

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator .agents/skills/nemo-evaluator-sdk
```

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

### OpenClaw

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.openclaw/skills/nemo-evaluator-sdk
```

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

### OpenCode

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.config/opencode/skills/nemo-evaluator-sdk
```

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

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/11-evaluation/nemo-evaluator ~/.hermes/skills/nemo-evaluator-sdk
```

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

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