Viewing profile — vishal-padia

I've been building streaming inference kernels for Zonos, the open SSM-based (Mamba2) TTS model, on an A10G. This post is two hand-written CuTeDSL kernels in two regimes, and the c…

Quick context on what's in the post: 1. From scratch Dr. GRPO implementation in ~300 lines of PyTorch (Qwen2.5-0.5B on GSM8K, A10G). 2. Profiling deep dive on the training loop. Ge…

working on local first, bloat free MLOps tool https://github.com/Vishal-Padia/tracely it's still wip

yes this!!! Whenever I write a prompt, I tend to divide it into smaller prompts, and in this process, my brain thinks of multiple ways to solve the problem. So yes, it's not limiti…

I don't agree, in the initial stages solving problems without LLMs will give a good enough knowledge about the intricacies involved and it helps develop a structured approach while…

In the article, you mentioned that you've been writing code for 36 years, so don't you feel IDEs like cursor make you feel less competent? Meaning I loved the process of scratching…