First-principles notes on LLMs, GPU kernels, and model training

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Architecture 2

Exploring the Mixture of Experts Feb 24, 2026
Transformer showdown MHA vs MLA vs nGPT vs Differential Transformer Jan 22, 2025

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Rethink LoRA initializations for faster convergence
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LLM Math Training Transformer Attention GPU Inference Systems Architecture FFN

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