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Hugging Face Transformers

NLP

State-of-the-art pretrained models for NLP, vision, and audio.

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About

Transformers provides thousands of pretrained models with a unified API across PyTorch, TensorFlow, and JAX. The central hub for loading, fine-tuning, and deploying modern neural models.

Key Features

Model hub
Fine-tuning
Pipelines
Multi-framework

Related Resources

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Sentence Transformers

Dense vector representations for sentences and paragraphs.

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spaCy

Industrial-strength NLP library for Python.

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Outlines

Structured text generation with regex and JSON schema constraints.