Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models
Delving into the math behind LoRA and QLoRA
Recent posts
Delineating my NLP experience
Talks about my experience in NLP - tools, techniques, and projects.
Old School NLP Technologies - Automata, Transducers, etc
Talks about Finite-State Automata, Transducers & their applications
Reducing the runtime from 2+ hours (on-GPU) to 8 mins in a recent project
Highlighting the bad engineering practices in production ready ML code
[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM
Python code snippet to automatically select the GPU out of a GPU-pool