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transformers

This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection, speech recognition, and fine-tuning models on custom datasets.

5,913stars710forksUpdated 1/15/2026

Security Assessment

Low Risk(85/100)

Detected risks:

Secret Exposure([SKILL.md] TOKEN=)
Security Score85/100

About transformers

The 'transformers' skill is designed for users working with pre-trained transformer models across various domains including natural language processing, computer vision, audio, and multimodal tasks. It addresses the need for easy access to a wide range of powerful models that can perform tasks such as text generation, classification, question answering, translation, summarization, image classification, object detection, and speech recognition. By leveraging the Hugging Face Transformers library, users can efficiently load models, perform inference, and fine-tune them on custom datasets, significantly simplifying the workflow for AI-related projects.

FAQ

What types of tasks can I perform with this skill?

You can perform tasks such as text generation, classification, question answering, translation, summarization, image classification, object detection, and speech recognition.

Do I need a Hugging Face token to use all features?

Yes, some features require a Hugging Face token for authentication.

What are the installation requirements for this skill?

You need to install the transformers library along with its core dependencies like torch, and optionally additional packages for vision or audio tasks.

Is there support for fine-tuning models?

Yes, the skill supports fine-tuning pre-trained models on custom datasets using the Trainer API.

Can I perform inference without manual configuration?

Yes, you can use the Pipeline API for fast inference without manual configuration.

Install transformers

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill