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Walk through the process of coding a ChatGPT-like Transformer from scratch using PyTorch in this comprehensive 31-minute video tutorial. Learn how to load necessary modules, create a training dataset, implement position encoding, code attention mechanisms, and build a decoder-only Transformer. Observe the model running untrained before diving into the training process and practical application. Gain insights into the step-by-step implementation with clear explanations of every detail, assuming prior knowledge of decoder-only Transformers, essential matrix algebra for neural networks, and matrix math behind Transformers.
