GitHub - huggingface/education-toolkit: Educational materials for universities
ml-educationtransformershuggingfaceopen-source
Abstraction: Hugging Face free open-source ML education toolkit for universities and workshops
Key points:
- Self-contained, free toolkit for workshops, classes, and homework using open-source libraries (transformers, gradio, diffusers, sentence-transformers).
- Tutorials cover: Hugging Face Hub tour (30K+ models), building ML demos with Gradio and Spaces, NLP with Transformers pipeline(), and diffusion models.
- Includes free courses on NLP, ML demos, and Deep Reinforcement Learning using HF ecosystem; requires Python proficiency and prior deep learning basics.
- Classroom program gives students unlimited free access to model/dataset hosting, inference API, and collaborative workspaces.
- Tutorials translated into Italian, Spanish, Turkish, Vietnamese, and more languages; released February 2022.
Connections: Hugging Face · Github · Transformers · Transfer Learning · Diffusion Models