Papers

Interesting ML papers I've read and deciphered. Each represents a breakthrough or novel approach that caught my attention.

Large Language Models

The Deepseek Series

Mixture of Experts

Better, faster, and more efficient approaches to language modeling

 Group Relative Policy Optimization

Reinforcement learning for reasoning

 DeepSeek R1

Open-source reasoning model

 Multi-Head Latent Attention

Applying principles from CNNs to LLMs to reduce memory usage

Reinforcement Learning

Coming soon...

Traditional Papers

Coming soon...