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Hugging Face
Since 2016The GitHub of AI
The GitHub of AI — model hub, datasets, and inference API for the open-source ML ecosystem.
Overview
Hugging Face is my gateway to the open-source AI ecosystem. Model Hub for discovering and downloading models, Datasets for training data, Transformers library for inference. I use it for model evaluation, custom pipelines, and deploying models via Inference Endpoints.
Use Cases
- Model discovery
- custom ML pipelines
- text/image/audio processing
- model evaluation
- inference endpoints
Advantages
- Largest model repository
- excellent Transformers library
- Datasets hub
- free inference API
- active community
Considerations
- API rate limits
- hosted inference can be slow
- some models lack documentation