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Late arrival to the fuss of LLMs

adlrocha.com · published 21 January 2024

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https://www.adlrocha.com/writing/2023-12-07-state-ai.md

adlrocha.com

https://www.youtube.com/watch?v=zjkBMFhNj_g

youtube.com

https://www.youtube.com/watch?v=kCc8FmEb1nY

youtube.com

https://www.youtube.com/watch?v=jkrNMKz9pWU

youtube.com

https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

microsoft.com

https://willthompson.name/what-we-know-about-llms-primer

willthompson.name

https://www.youtube.com/watch?v=Ma4clS-IdhA

youtube.com

https://ai.meta.com/llama/get-started/

ai.meta.com

https://www.youtube.com/watch?v=JhCl-GeT4jw

youtube.com

https://jalammar.github.io/illustrated-transformer/

jalammar.github.io

https://machinelearningmastery.com/what-are-word-embeddings/

machinelearningmastery.com

https://nlp.seas.harvard.edu/2018/04/03/attention.html

nlp.seas.harvard.edu

https://kazemnejad.com/blog/transformer_architecture_positional_encoding/

kazemnejad.com

I made a transformer by hand (no training!) Read at the source ↗

vgel.me

How to make LLMs go fast Read at the source ↗

vgel.me

https://blog.briankitano.com/llama-from-scratch/

blog.briankitano.com

The Transformer Family Version 2.0 Read at the source ↗

lilianweng.github.io

Understanding and Coding Self-Attention, Multi-Head Attention, Causal Attention, and Cross-Attention in LLMs Read at the source ↗

magazine.sebastianraschka.com

LLM.int8() and Emergent Features Read at the source ↗

timdettmers.com