How data symmetry informs neural network architectures

Abstraction is nothing new in software, but in machine learning, abstraction without oversight turns automation into an architectural risk.

A beginner-friendly guide to PPO and GRPO: simplifying policy optimization in reinforcement learning

To stay ahead, open source is the only way. The post Why Open Source is No Longer Optional — And How to Make it Work for Your Business appeared first on Towards Data Science. Generated by RSStT. The…

Since its inception in PyTorch 2.0 in March 2023, the evolution of torch.compile has been one of the most exciting things to follow. Given that PyTorch’s popularity was due to its “Pythonic” nature, its ease of use, and its line-by-line (a.k.a., eager) execution…

A demonstration of PyTorch’s exciting new export feature on a HuggingFace model The post Capturing and Deploying PyTorch Models with torch.export appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source