ai-agent

Transformers: Fast, Scalable ML Models for Text, Vision, Audio

Founders can deploy and train state‑of‑the‑art multimodal models with a single Python library, backed by 167k+ GitHub stars. Ideal for AI‑first startups.

From the repo · “🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. ”

advanced⏱ 1-2 hours💵 Free
167,967 stars+1,012★ this week34,947 forksPythonInstall verified Oct 5Updated 10/22/2026100% free · 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
  • •Building a chatbot that requires natural language processing
  • •Creating a computer vision model for image classification
  • •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
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Claude Code
mkdir -p ~/.claude/skills/transformers && curl -fsSL https://workflowstacks.com/api/skills/transformers/claude-skill -o ~/.claude/skills/transformers/SKILL.md
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What's inside — free to inspect

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20
top-level files
14
folders
526.5M
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
.python-version
AGENTS.md
awesome-transformers.md
CITATION.cff
CLAUDE.md
CODE_OF_CONDUCT.md
conftest.py
Quick Actions
Details
Creator
huggingface
Language
Python
Category
ai-agent
Published
10/29/2018

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