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Gpt 4
Autonomous Agents
Notes of Artificial Intelligence and Machine Learning.
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Gpt 4
Freedom Preetham
in
Autonomous Agents
Jul 21
Understanding the Hidden Bias of Transformers in Machine Learning
A General Summary Without Any Math.
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2
Freedom Preetham
in
Autonomous Agents
Jul 7
Part 1: SciML — Why Transformers Fall Short in Scientific Computing
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120
Freedom Preetham
in
Autonomous Agents
Dec 5, 2023
Part 8 — Mathematical Explanation of Why It’s Hard for LLMs to Memorize
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23
Freedom Preetham
in
Autonomous Agents
Dec 1, 2023
Part 6 — Adversarial Attacks on LLM. A Mathematical and Strategic Analysis
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56
Freedom Preetham
in
Autonomous Agents
Nov 29, 2023
Deep Dive into Rank Collapse in LLMs
Transformers, central to advancements in machine learning, leverage the self-attention…
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6
Freedom Preetham
in
Autonomous Agents
Nov 28, 2023
Simplifying Transformer Blocks — A Detailed Mathematical Explanation
Large language models (LLMs) can…
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354
1 response
Freedom Preetham
in
Autonomous Agents
Oct 6, 2023
Character-level vs. Word-level Embeddings in Transformers: A Mathematical Exposition
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8
Freedom Preetham
in
Autonomous Agents
Sep 24, 2023
What Next after Transformers? A Rigorous Mathematical Examination of the Retentive Network (RETNET)
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255
1 response
Freedom Preetham
in
Autonomous Agents
Aug 21, 2023
Enhancing Attention with Graph Dynamical Systems and Odd Analytic Functions: Part-2
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50
Freedom Preetham
in
Autonomous Agents
Aug 17, 2023
The Mathematical Landscape of AI: Enigma of GPT-4’s Prime Number Conundrum
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3
1 response