(Day 55) Learning about tokenization in LLMs

February 25, 2024

Hello :) Today is Day 55!

A quick summary of today:

continuing on the Andrej Karpathy streak from the last few days, today I watched his latest video about tokenization in LLMs
I used a pokemon name dataset on yesterday’s MLP code (with the manual backprop) and posted it on Kaggle for easier access

(Day 54) I became a backprop ninja! (woohoo)

February 24, 2024

Hello :) Today is Day 54!

A quick summary of today:

Read through cs231n’s neural network lectures 1 2 3
Spent 8 hours going over Andrej Karpathy’s backprop ninja tutorial

(Day 53) Getting closer to becoming a 'backprop ninja' (thanks to Stanford Uni's cs231n assignments)

February 23, 2024

Hello :) Today is Day 53!

A quick summary of today:

Started Stanford University’s cs231n

(Day 52) Learning more about transformers with Andrej Karpathy

February 22, 2024

Hello :) Today is Day 52!

A quick summary of today:

GPT from scratch with Andrej Karpathy
Re-watching his other tutorials

(Day 51) More of AI503 - High-dim space, random walks and markov chains, VC-dims

February 21, 2024

Hello :) Today is Day 51!

A quick summary of today:

Lecture 8: High-dimensional Space
Lecture 9: Random Walks and Markov Chains
Lecture 10: VC-Dimension

(Day 50) My ML journey does not end today! - KAIST's AI503 Mathematics for AI (PCA, GMM, SVM)

February 20, 2024

Hello :) Today is Day 50!

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