> ## Documentation Index
> Fetch the complete documentation index at: https://kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# transformers — AI agent skill for data science and ml

> Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimod…

# `transformers`

> Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or TrainingArguments—not for general ML outside the Transformers library.

**Category:** [data-science-and-ml](/skills#data-science-and-ml) · **License:** Apache-2.0 license · **Version:** 1.3

## Install

```bash theme={null}
npx research-agent-skills install transformers
npx skills add KalarisLabs/research-agent-skills --skill transformers
```

## When to use it

Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or TrainingArguments—not for general ML outside the Transformers library.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/transformers/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.