Viraj ShahLLM Orchestration Frameworks — Why autogen is slowly winning?Large language models play a crucial role in modern generative AI, but their effectiveness can be significantly enhanced by using LLM…Feb 182Feb 182
Viraj ShahThe problem with retrieval augmented generationThis article aims to shed light on the challenges associated with the Retrieval Augmented Generation (RAG) approach. Many individuals…Jan 2Jan 2
Viraj ShahFine-Tuning vs. Human Guidance: SFT and RLHF in Language Model TuningThis article primarily focuses on briefly comparing Supervised Fine Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF).Dec 21, 2023Dec 21, 2023
Viraj ShahThe Machine Learning Pipeline INavigating the Essence of Machine Learning PipelinesDec 3, 2023Dec 3, 2023
Viraj ShahThe Hitchhiker’s Guide to Instruction Tuning Large Language ModelsAll the code in this article can be found on my github hereNov 14, 20234Nov 14, 20234