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Transformers Courses

Limitations of Attention Mechanism in Transformers - Implications for Generalization and Optimization
Simons Institute via YouTube
Transformers, Parallel Computation, and Logarithmic Depth
Simons Institute via YouTube
On the Tradeoffs of State Space Models vs. Transformers
Simons Institute via YouTube
Transformers as a Computational Model
Simons Institute via YouTube
Exact Solutions to the Geometric Dynamics of Signal Propagation Through Transformers
Simons Institute via YouTube
Language Generation in the Limit - Transformers as a Computational Model
Simons Institute via YouTube
Computational Benefits and Limitations of Transformers and State-Space Models
Simons Institute via YouTube
Learning to Reason with Large Language Models
Simons Institute via YouTube
The Emergence of Clusters in Self-Attention Dynamics
Simons Institute via YouTube
Interpretability Agents: Automating and Scaling Model Interpretation
Simons Institute via YouTube
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