# huggingface-tokenizers

> Fast tokenizers optimized for research and production.

Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.

- Type: Skill
- Made by: Orchestra-Research
- Category: AI & agents
- Formats: Skills
- Version: a7f399f
- Source: https://github.com/orchestra-research/ai-research-skills/tree/HEAD/02-tokenization/huggingface-tokenizers
- Page: https://pluginboard.ai/skills/huggingface-tokenizers-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 huggingface-tokenizers 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/02-tokenization/huggingface-tokenizers

### Claude

In Claude (web or desktop): Download the huggingface-tokenizers 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/02-tokenization/huggingface-tokenizers

### Gemini

In Gemini: Download the huggingface-tokenizers 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/02-tokenization/huggingface-tokenizers

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.copilot/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### Cursor

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.cursor/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### Claude Code

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.claude/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

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/02-tokenization/huggingface-tokenizers ~/.agents/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### Antigravity

In Antigravity: Copy the huggingface-tokenizers 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/02-tokenization/huggingface-tokenizers

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.gemini/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### Replit

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers .agents/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### OpenClaw

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.openclaw/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### OpenCode

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.config/opencode/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Orchestra-Research/AI-Research-SKILLs/02-tokenization/huggingface-tokenizers ~/.hermes/skills/huggingface-tokenizers
```

View the folder on GitHub: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/02-tokenization/huggingface-tokenizers

---
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