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Official code for ''From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality'' (TMLR)
Use RMarkdown to generate PDF Conference Posters via HTML
GPT-2 (124M) quality in 5B tokens
Train the smallest LM you can that fits in 16MB. Best model wins!
A collection of optimization problems in mathematics
Repositories
18Official code for ''From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality'' (TMLR)
Train the smallest LM you can that fits in 16MB. Best model wins!
A collection of optimization problems in mathematics
No description provided.
Reading list for research topics in state-space models
GPT-2 (124M) quality in 5B tokens
Use RMarkdown to generate PDF Conference Posters via HTML
Understand and test language model architectures on synthetic tasks.
No description provided.
A Mamba with parallel scan in PyTorch.
No description provided.
A modern look at the relationship between sharpness and generalization [arXiv, Feb 2023]
No description provided.
Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)
Related papers for robust machine learning
Lay Perceptions of Scientific Findings: Swayed by the Crowd?
Kernel-Based Smoothness Analysis of Residual Networks
No description provided.