ai-agent

Transformers: AI Models

Get state-of-the-art machine learning models with Transformers.
advanced⏱ 1-2 hoursπŸ’΅ Free
164,089 stars34,247 forksPythonGuide quality 8/10Updated 8/14/2026100% free Β· open source
What it is

You use Transformers to get and customize state-of-the-art machine learning models for text, vision, and audio tasks

Real use case example

"A solo developer wants to build a chatbot that can understand and respond to voice commands, so they use Transformers to download a pre-trained speech recognition model, fine-tune it with their own dataset, and integrate it with a dialogue management system, resulting in a functional voice-controlled chatbot"

When to use it
  • β€’Building a chatbot that requires natural language processing
  • β€’Creating a computer vision model for image classification
  • β€’Developing an audio classification model for music or voice recognition
Ready-to-paste prompt
python -c 'from transformers import pipeline; classifier = pipeline("sentiment-analysis"); print(classifier("I love this product!"))'
Heads up: Make sure you have the correct version of PyTorch or TensorFlow installed, as Transformers requires one of these frameworks to function, and check the GitHub README for specific version requirements
Saves to your device
Use with Claude
New

Skip the builder β€” one click puts this in Claude, Cursor, Antigravity and more.

βœ… Light setupβœ“ Install verified 9/2/2026

Installs with a command or two; your AI agent can do it for you.

Try it instantly β€” no install
Claude Code
mkdir -p ~/.claude/skills/transformers && curl -fsSL https://workflowstacks.com/api/skills/transformers/claude-skill -o ~/.claude/skills/transformers/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go β€” no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside β€” free to inspect

No purchase needed

Read the entire source before you build β€” unlike paid marketplaces that hide it behind a buy button.

19
top-level files
14
folders
501.5M
source size
Apache-2.0
license
Key files
AGENTS.md
README.md
File tree
.ai/
.circleci/
.github/
benchmark/
benchmark_v2/
docker/
docs/
examples/
i18n/
notebooks/
scripts/
src/
tests/
utils/
.git-blame-ignore-revs
.gitattributes
.gitignore
AGENTS.md
awesome-transformers.md
CITATION.cff
CLAUDE.md
CODE_OF_CONDUCT.md
conftest.py
CONTRIBUTING.md
Quick Actions
Details
Creator
huggingface
Language
Python
Category
ai-agent
Published
10/29/2018

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