2023/12/11: LLM and Transformers Series

LLM and Transformers Series:

• Part 1 — Are LLMs Just a Memory Trick?
• Part 2 — LLMs; Beyond Memorization
• Part 3 — Mathematically Assessing Closed-LLMs for Generalization
• Part 4 — Enhancing Safety in LLMs: A Rigorous Mathematical Examination of Jailbreaking
• Part 5 — In-Depth Analysis of Red Teaming in LLMs: A Mathematical and Empirical Approach
• Part 6 — Adversarial Attacks on LLM. A Mathematical and Strategic Analysis
• Part 7 — Strategies for Enhancing LLM Safety: Mathematical and Ethical Frameworks
• Part 8 — Mathematical Explanation of Why It’s Hard for LLMs to Memorize
• Part 9 — Memory-Augmented Transformer Networks: A Mathematical Insight