Elijah's Digital Garden

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The Garden

Not a blog — a garden. Notes are planted small and grow as I tend them; some are wild seedlings, a few have grown evergreen.

Transformation of the Transformer

[seedling]tended Mar 11, 2026 · 7 min read

LR Scheduling and SGD

[budding]tended Feb 26, 2026 · 4 min read

Low-Friction Time Accounting

[budding]tended Feb 26, 2026 · 5 min read

Going from 0 to 60 on GPU Programming (Part 1): Hardware & Mental Model

[seedling]tended Feb 26, 2026 · 5 min read

Saving VRAM with Apple's Cut Cross Entropy

[budding]tended Feb 26, 2026 · 16 min read

Derivation: Cross-Entropy

[budding]tended Feb 26, 2026 · 9 min read

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how this garden grows

Seedlings are rough and newly planted. Budding notes are taking shape. Evergreens have grown stable. Every note shows when it was planted and last tended — and keeps changing as I tend it.

last tended Mar 11, 2026 · 6 notes · 17 projects