Shypd.aiThe largest open index of AI toolsHands-On-Large-Language-Models is an Open Source research & education tool that provides the official code repository for the O'Reilly book "Hands-On Large Language Models." It offers practical code examples and resources for understanding and utilizing large language models.
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Hands-On-Large-Language-Models serves as the official code repository for the O'Reilly book "Hands-On Large Language Models," co-authored by Jay Alammar and Maarten Grootendorst. This resource is designed to provide practical tools and concepts for working with Large Language Models (LLMs), featuring almost 300 custom-made figures for visually educational learning. The repository includes code examples for various chapters covering topics such as tokens, embeddings, Transformer LLMs, text classification, prompt engineering, semantic search, multimodal LLMs, and fine-tuning models. It is recommended to run examples via Google Colab for ease of setup, though other cloud providers are also compatible. The project also offers bonus content, including visual guides on advanced topics like Mamba and Quantization.
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