Mandar Karhade, MD. PhD.inTowards AIExciting New Methods for Efficient Fine-Tuning of LLMs using PEFT (BOFT, VeRA, and PiSSA)The latest update to Huggingface’s PEFT v0.11.0 introduces several new Parameter-Efficient Fine-Tuning (PEFT) techniques (BOFT, VeRA, and…May 17May 17
Mandar Karhade, MD. PhD.inTowards AIHow to Optimize Chunk Sizes for RAG in Production?The chunk size can make or break the retrieval. Here is how to determine the best chunk size for your use case.May 128May 128
Mandar Karhade, MD. PhD.inTowards AIWhen Things Go Wrong, What and How to Communicate with the Non-AI Leadership?I know he/she does not understand it fully, but here is a message that will help you communicate it better.Apr 29Apr 29
Mandar Karhade, MD. PhD.inTowards AIGoogle’s CodeGemma: I am not ImpressedI experimented with CodeGemma. Here are my resultsApr 10Apr 10
Mandar Karhade, MD. PhD.inILLUMINATIONA Resignation that Should be Remembered: Annelle ShelineIt's not a controversy, she forced Joe Biden to hear her voice!Apr 86Apr 86
Mandar Karhade, MD. PhD.inTowards AIRAG in Production: Chunking DecisionsPrototype to Production; All about chunking strategies and the decision processApr 69Apr 69
Mandar Karhade, MD. PhD.inTowards AIGPT-4 in a Cancer Center: Challenges and Lessons from Dana-Farber’s DeploymentHealthCare Generative AI and Production Hiccups — welcome!Apr 24Apr 24
Mandar Karhade, MD. PhD.The PageRank Algorithm: At the Core of Google’s Search DominanceGoogle’s darling has more impact than searching weblinksMar 276Mar 276
Mandar Karhade, MD. PhD.inTowards AIFive Sorting Algorithms That Ran The WorldA Practical Guide to Sorting algorithms in actionMar 264Mar 264
Mandar Karhade, MD. PhD.How Does the Dijkstra’s Algorithm Work?The algorithm that changed the way we travel: Google mapsMar 238Mar 238