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Llama from scratch (2023)

Published on: 2025-06-30 20:34:28

Llama from scratch (or how to implement a paper without crying) 09 Aug, 2023 Llama from scratch I want to provide some tips from my experience implementing a paper. I'm going to cover my tips so far from implementing a dramatically scaled-down version of Llama for training TinyShakespeare. This post is heavily inspired by Karpathy's Makemore series, which I highly recommend. I'm only going to loosely follow the layout of their paper; while the formatting and order of sections makes sense for publication, we're going to be implementing the paper. I'll also be skipping over some of the more obvious steps, like setting up a virtual environment and installing dependencies. A preview of what we're going to end up with: print ( generate ( llama , MASTER_CONFIG , 500 )[ 0 ]) ZELBETH : Sey solmenter ! 'tis tonguerered if berryishdd, and What his stabe, you, and, but all I pilJefals, mode with, Vurint as steolated have loven OlD the queen 'd refore Are been , good plmp : Proforne , wift ' ... Read full article.