PyTorch
Source reports covering PyTorch. Stories will appear when analysis and community reactions are ready.
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Source reports
PyTorch: A Reference Language
tool
4 min read
PyTorch serves as a reference language for deep learning, providing a common framework of APIs and conventions. Reference implementations prioritize clarity over performance, leading to some confusion regarding the term "reference language" in the context of PyTorch.
The Little Book of Reinforcement Learning
tool
1 min read
The Little Book of Reinforcement Learning provides a concise introduction to reinforcement learning concepts and algorithms. The associated GitHub repository includes the book, Pytorch-based implementations of various algorithms in the algos/ folder, and detailed explanations in the supplementary/ folder.
Train Your Own LLM from Scratch
tool
4 min read
GitHub repository angelos-p/llm-from-scratch offers a hands-on workshop for building a GPT training pipeline from scratch. The workshop focuses on reproducing the GPT-2 model with 124 million parameters using PyTorch.
Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library
news
6 min read
The PyPI package 'lightning', versions 2.6.2 and 2.6.3, was compromised in a supply chain attack, affecting users of the PyTorch Lightning AI training library. The malicious versions include a hidden _runtime directory containing obfuscated JavaScript that activates upon running pip install lightning.
TorchTPU: Running PyTorch Natively on TPUs at Google Scale
tool
7 min read
TorchTPU enables running PyTorch natively on Google’s Tensor Processing Units (TPUs), enhancing performance and hardware portability for large-scale machine learning models. It addresses the challenges of distributed systems by supporting clusters of up to 100,000 chips.