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--- resources_llms [2025/02/02 20:32] – ↷ Page name changed from intro_to_llms to resources_llms manish
+++ resources_llms [2025/02/02 20:48] (current) – Add courses for LLM resources. manish
@@ Line 1: / Line 1: @@
 ===== Large Language Models (LLMs): Resources =====
-This is an ad-hoc list of resources for working with LLMs.
+This is an ad-hoc list of resources about LLMs.
 ==== Introduction ====
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   * [[https://www.youtube.com/watch?v=eMlx5fFNoYc|Attention in transformers, step-by-step]] by 3Blue1Brown
   * [[https://www.youtube.com/watch?v=9-Jl0dxWQs8|How might LLMs store facts]] by 3Blue1Brown
+  * [[https://arxiv.org/abs/2501.09223|Foundations of Large Language Models]] by Tong Xiao, Jingbo Zhu
+  * [[https://en.wikipedia.org/wiki/Large_language_model|Large language model]] by Wikipedia
+  * [[https://arxiv.org/abs/2402.06853|History, Development, and Principles of Large Language Models-An Introductory Survey]] by Zichong Wang, Zhibo Chu, Thang Viet Doan, Shiwen Ni, Min Yang, Wenbin Zhang
+  * [[https://www.youtube.com/watch?v=KJtZARuO3JY|Visualizing transformers and attention]] by Grant Sanderson
+==== Courses ====
+  * [[https://karpathy.ai/zero-to-hero.html|Neural Networks: Zero to Hero]] by Andrej Karpathy
+    * A course by Andrej Karpathy on building neural networks, from scratch, in code.
+  * [[https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi| Neural networks]] by 3Blue1Brown
+    * Basics of neural networks, backpropagation, transformers