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17 changes: 3 additions & 14 deletions src/content/posts/neural-networks-from-zero/.write-source.json
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Expand Up @@ -3596,24 +3596,13 @@
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2 changes: 1 addition & 1 deletion src/content/posts/neural-networks-from-zero/index.mdx
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Expand Up @@ -410,6 +410,6 @@ Start to finish, with no hand-waving, you can now explain:

That is the atom, the molecule, the organism, its size, and its running cost — the day-zero ground truth. Every advanced topic — attention, transformers, KV caches, quantization, distributed training — is built on exactly these pieces. When they show up, they won’t be magic. They’ll be assembly.

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<hr className="article-hr article-hr--line" />

_Next: why generating text one token at a time makes a GPU spend 99% of its time waiting on memory instead of computing — the compute-bound vs memory-bound story that shapes every serving system._
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