Blog

A practical guide to evaluating diffusion LLMs, from sampler integration and extraction to framework selection and prompt hygiene.

A structured study guide covering LLMs, deep learning, classic ML, and algorithms for SEED interviews.

A deep-dive into 5 positional encoding strategies with mathematical formulations, code walkthroughs, architectural diagrams, and comparative analysis

A review of the Rick and Morty episode S02 E04, discussing the themes of memory, relationships, and the nature of imperfection.

Introduction to GPU programming with Triton and build the matrix multiplication along the way

Implementation details and best practices for Quantization Aware Training (QAT) with LoRA, including GPU memory optimization strategies

Comprehensive report on quantization strategies including switchable precision and cyclic precision training applied to WikiText-103 dataset

Weekly progress journal documenting my journey learning SystemVerilog, including module structures, always blocks, and FSM implementations