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The Sword Art Online Utilities Project

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#PyTorch

2 posts

LoRA in PyTorch

LoRA in PyTorch

Oct 1, 2024, 05:32 PM 25 min read

Learn how to implement LoRA (Low-Rank Adaptation) in PyTorch, a parameter-efficient fine-tuning method.

LoRAPEFTPyTorch
Building a Minimal Autograd Framework from Scratch

Building a Minimal Autograd Framework from Scratch

Feb 16, 2024, 10:28 AM 25 min read

Learning from Andrej Karpathy's micrograd project, we build an automatic differentiation framework from scratch to deeply understand the core principles of backpropagation and the chain rule.

Deep LearningAIPyTorchAutogradNeural Networks
Session 00:00:00