AI GlossaryHugging FaceENTRY — AI Tools
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Hugging Face.
A platform and library for sharing and using pre-trained ML models, especially for NLP.
In-depth explanation
01Hugging Face hosts the largest repository of pre-trained models and datasets. The Transformers library provides easy access to BERT, GPT, and thousands of other models. It's become the de facto hub for modern NLP and increasingly for computer vision and audio. Features include model hosting, training infrastructure, and collaboration tools.
Examples
02EX. 01
Loading BERT from Hub
EX. 02
Fine-tuning with Trainer
EX. 03
Hosting models on Spaces
More in AI Tools
0301MLflowAn open-source platform for managing the ML lifecycle including experimentation, reproducibility, and deployment.02PyTorchAn open-source machine learning framework developed by Meta AI, popular in research.03TensorFlowAn open-source machine learning framework developed by Google for building and deploying ML models.
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