Sebastian Raschka 9/1/2024

Building LLMs from the Ground Up: A 3-hour Coding Workshop

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This comprehensive 3-hour coding workshop provides a hands-on guide to building Large Language Models from the ground up. It covers LLM architecture, tokenizers, pretraining, loading pretrained weights using LitGPT, instruction fine-tuning, and model evaluation. The workshop includes practical coding examples and references to GitHub repositories for implementation.

Building LLMs from the Ground Up: A 3-hour Coding Workshop

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