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Hugging Face Transformers: State-of-the-Art Machine Learning

Intermediate

Get started with Hugging Face Transformers, the leading library for state-of-the-art machine learning models in PyTorch, TensorFlow, and JAX. Learn installation, configuration, and practical use cases for NLP, vision, audio, and multimodal tasks.

python machine-learning ai nlp pytorch tensorflow deep-learning huggingface

Llama Cookbook - LLaMA Fine-tuning Framework

Advanced

Official comprehensive guide for LLaMA model inference, fine-tuning, RAG, and end-to-end use cases. Includes examples for domain adaptation and LLM applications.

llama llm fine-tuning inference rag peft loralib pytorch transformers nlp machine-learning meta ai

Hugging Face Datasets - Hub of ready-to-use ML datasets

Intermediate

The largest hub of ready-to-use datasets for machine learning models with over 100,000 datasets for NLP, computer vision, audio, and more.

datasets machine-learning nlp computer-vision audio python huggingface pytorch tensorflow data-science

funNLP Chinese/English NLP Toolkit and Resource Library

Intermediate

Set up and use fighting41love/funNLP - a comprehensive collection of 80,000+ starred Chinese NLP resources including sensitive word detection, language detection, datasets, and tools.

nlp python chinese-nlp datasets machine-learning