30 lines
3.4 KiB
Markdown
30 lines
3.4 KiB
Markdown
# [Hands-On Large Language Models](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961)
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Welcome! In this repository you will find the code for all examples throughout the book [Hands-On Large Language Models](https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961) written by [Jay Alammar](https://www.linkedin.com/in/jalammar/) and [Maarten Grootendorst](https://www.linkedin.com/in/mgrootendorst/) which we playfully dubbed: <br>
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<p align="center">
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<i>"The Illustrated LLM Book"</i>
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</p>
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In *pre-production* by [O'Reilly Media, 2024](https://www.oreilly.com/library/view/hands-on-large-language/9781098150952/)
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<a href="https://www.amazon.com/Hands-Large-Language-Models-Understanding/dp/1098150961"><img src="images/book_cover.png" width="35%" height="35%"></a>
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<br>
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## Table of Contents
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| Chapter | Notebook |
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|---|---|
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| Chapter 1: Introduction to Language Models | *To be released* |
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| Chapter 2: Tokens & Embeddings | *To be released* |
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| Chapter 3: Looking Inside Transformer LLMs | *To be released* |
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| Chapter 4: Text Classification | *To be released* |
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| Chapter 5: Text Clustering and Topic Modeling | *To be released* |
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| Chapter 6: Prompt Engineering | *To be released* |
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| Chapter 7: Advanced Text Generation Techniques and Tools | *To be released* |
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| Chapter 8: Semantic Search and Retrieval-Augmented Generation | *To be released* |
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| Chapter 9: Multimodal Large Language Models | *To be released* |
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| Chapter 10: Creating Text Embedding Models | *To be released* |
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| Chapter 11: Fine-tuning Representation Models for Classification | *To be released* |
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| Chapter 12: Fine-tuning Generation Models | *To be released* |
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