LLMs, Transformers, GPTs — Here is One Ring to Rule Them All
Published in
1 min readDec 6, 2023
If LLMs were a RR Tolkien’s narration, then this blog is one ring to rule them all :) I have compiled a list of in-depth blogs I have written on all things LLMs, Transformers and GPTs.
This will be everything you will ever need to learn about the architectural and mathematical insights of these beasts! Share, comment and happy learning.
- The Sorcery behind GPT — Comprehensive Deconstruction of LLMs!
- Mathematically Evaluating Hallucinations in LLMs like GPT4
- 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