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1. Lightning-AI/pytorch-lightning Lightning-AI/pytorch-lightning Public

   Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

   Python 31.2k 3.7k

2. Lightning-AI/litgpt Lightning-AI/litgpt Public

   20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

   Python 13.5k 1.5k

3. Lightning-AI/torchmetrics Lightning-AI/torchmetrics Public

   Machine learning metrics for distributed, scalable PyTorch applications.

   Python 2.4k 499

4. Lightning-AI/LitServe Lightning-AI/LitServe Public

   A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.

   Python 3.9k 293

5. pytorch/pytorch pytorch/pytorch Public

   Tensors and Dynamic neural networks in Python with strong GPU acceleration

   Python 101k 28.2k

6. test-tube test-tube Public

   Python library to easily log experiments and parallelize hyperparameter search for neural networks

   JavaScript 736 72