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added lab2 in readme
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bucuram authored Oct 17, 2024
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Expand Up @@ -8,8 +8,12 @@ Lab 0 - [Understanding LLMs + Labs Overview](https://github.com/bucuram/llms-and

Lab 1 - [Working with Text](https://github.com/bucuram/llms-and-cognition-labs/blob/main/lab1.ipynb)

Lab 2 - [Attention Mechanisms](https://github.com/bucuram/llms-and-cognition-labs/blob/main/lab2.ipynb)

(to be continued..)

Useful resources:
- [The Annotated Transformer](https://github.com/harvardnlp/annotated-transformer/blob/master/AnnotatedTransformer.ipynb): line-by-line implementation of the [Attention Is All You Need](https://arxiv.org/pdf/1706.03762) paper.
- [The Illustrated Transformer](https://jalammar.github.io/illustrated-transformer/)
- [Let's build GPT - Andrej Karpathy](https://www.youtube.com/watch?v=kCc8FmEb1nY)
- [Stanford CS25: V2 I Introduction to Transformers](https://www.youtube.com/watch?v=XfpMkf4rD6E&list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM&index=12)

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