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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 37,664 4,854 Updated Jan 8, 2025

A puzzle to learn about prompting

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What would you do with 1000 H100s...

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Serve, optimize and scale PyTorch models in production

Java 4,260 867 Updated Jan 1, 2025

LlamaIndex is a data framework for your LLM applications

Python 37,923 5,446 Updated Jan 11, 2025

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Python 2,361 246 Updated Jan 3, 2025

PyMC educational resources

Jupyter Notebook 1,978 745 Updated Dec 23, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 137,423 27,510 Updated Jan 10, 2025

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 85,719 23,082 Updated Jan 11, 2025

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Python 28,771 3,412 Updated Jan 9, 2025