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Dead link in lecture_02.py for Transformer memory usage blog post #43

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@anglil

In lecture_02.py around line 656, the link to the external blog post about memory usage for Transformer training is currently returning a 404 error (dead link):

text("Blog post describing memory usage for Transformer training "), article_link("https://erees.dev/transformer-memory/")

Since the original URL https://erees.dev/transformer-memory/ is no longer active, could this link be updated to a valid URL?

A working alternative is the Internet Archive Wayback Machine snapshot:
https://web.archive.org/web/20251011221025/https://erees.dev/transformer-memory/

Alternatively, you could replace it with another relevant resource like EleutherAI's Transformer Math 101 if that's preferred. Thanks!

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