Blog
Reviews and Summaries of AI Research and Concepts
Group Relative & Sequence Policy Optimization
Understanding GRPO and GSPOFlow Matching Models
Flow Matching Models are Generative ModelsDenoising Diffusion Models (Literally)
Understand WTF a Diffusion Model via ProbabilitiesProximal Policy Optimization (PPO)
Learning foundational and popular reinforcement learning algorithmsUnderstanding Adaptive Sparse Flash Attention
Attempting to beat traditional Flash-attention with sparse-attention optimizationsGaussian Mixture Models
Understanding Gaussian Mixture Models, a statistical machine learning modelCompression of Language Reasoning Chains (CoLaR)
Exploring CoLaR: a novel approach to compressing LLM reasoning chains in latent space while maintaining accuracy and enabling faster inferenceUnderstanding Neural Networks Through Mathematics
A deep dive into the mathematical foundations of neural networks with practical examples