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1d ago · 12 min read · Every production LLM you interact with today, LLaMA 3, Mistral, Gemma, Claude, runs on multi-head attention as its core computation. The paper that introduced it, "Attention Is All You Need" (Vaswani
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Apr 23, 2025 · 11 min read · As Python developers gain experience, the simple try...except block, while essential, often reveals its limitations in larger, more complex applications. We move from merely catching errors to needing a coherent strategy for managing them – one that ...
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Mar 4, 2025 · 12 min read · Introduction Imagine teaching a computer to play chess from scratch. How would it learn which moves lead to checkmate and which lead to defeat? How would it understand the long-term consequences of capturing a pawn versus protecting its queen? This i...
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Feb 19, 2025 · 12 min read · A k-armed Bandit Problem Imagine you're at a casino, faced with a row of slot machines (one-armed bandits), each with its own hidden probability of paying out. Your goal is to maximize your winnings over the night, but you don't know which machines h...
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Feb 5, 2025 · 8 min read · NoteThis blog is primarily based on my personal notes from Chapter 1 of Reinforcement Learning: An Introduction by Sutton and Barto, structured to improve Hey there! Welcome to my blog series on reinforcement learning (RL). I'm currently reading Rei...
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