大型語言模型研究論文：2024 年列表

Sebastian Raschka'S Blog·超過 1 年前

Sebastian Raschka 分享了他從 2024 年收集的、關於大型語言模型 (LLM) 的引人入勝的研究論文書籤列表，旨在為對 AI 進展感興趣的讀者在假期提供閱讀資源。他也提到了他的新書和 GitHub 的額外材料。

LLM Research Papers: The 2024 List

Dec 29, 2024
by Sebastian Raschka

It’s been a very eventful and exciting year in AI research. This is especially true if you are interested in LLMs.

I had big plans for this December edition and was planning to publish a new article with a discussion of all my research highlights from 2024. I still plan to do so, but in the meantime, I want to share my running bookmark list of many fascinating (mostly LLM-related) papers I stumbled upon in 2024. It’s just a list, but maybe it will come in handy for those who are interested in finding some gems to read for the holidays.

And if you are interested in more code-heavy reading and tinkering, My Build A Large Language Model (From Scratch) book is out on Amazon as of last month.

In addition, I added a lot of bonus materials to the GitHub repository.

January 2024

February 2024

March 2024

April 2024

May 2024

June 2024

Jul 2024

August 2024

September 2024

October 2024

November 2024

December 2024

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If you read the book and have a few minutes to spare, I'd really appreciate a
brief review. It helps us authors a lot!

— Sebastian Raschka'S Blog