sp26-cs639 cs639
CS 639 Midterm Cheat Sheet CS 639 Midterm Cheat Sheet
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Sign in to readCS 639 MIDTERM CHEAT SHEET
═══ SIDE 1: FORMULAS + CORE MODELS ═══
── ALL FORMULAS ──
── ML FOUNDATIONS ──
── CORE MODEL TYPES ──
── TRANSFORMER ARCHITECTURE ──
── BERT vs GPT (DETAILED) ──
═══ SIDE 2: ADVANCED TOPICS ═══
── SELF-SUPERVISED LEARNING ──
── SCALING LAWS ──
── LLAMA 3.1 INNOVATIONS ──
── ATTENTION VARIANTS ──
── STATE-SPACE MODELS (SSMs) ──
── MULTIMODAL MODELS ──
── PROMPTING & IN-CONTEXT LEARNING ──
── QUICK REFERENCE ──