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…·6 min read·1 day ago----
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.·14 min read·6 days ago--7--7
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.·12 min read·Apr 29, 2024----
Mandar Karhade, MD. PhD.inTowards AIGoogle’s CodeGemma: I am not ImpressedI experimented with CodeGemma. Here are my results·6 min read·Apr 10, 2024----
Mandar Karhade, MD. PhD.inILLUMINATIONA Resignation that Should be Remembered: Annelle ShelineIt's not a controversy, she forced Joe Biden to hear her voice!·8 min read·Apr 8, 2024--6--6
Mandar Karhade, MD. PhD.inTowards AIRAG in Production: Chunking DecisionsPrototype to Production; All about chunking strategies and the decision process·17 min read·Apr 6, 2024--9--9
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!·7 min read·Apr 2, 2024--4--4
Mandar Karhade, MD. PhD.The PageRank Algorithm: At the Core of Google’s Search DominanceGoogle’s darling has more impact than searching weblinks·12 min read·Mar 27, 2024--6--6
Mandar Karhade, MD. PhD.inTowards AIFive Sorting Algorithms That Ran The WorldA Practical Guide to Sorting algorithms in action·11 min read·Mar 26, 2024--4--4
Mandar Karhade, MD. PhD.inPython in Plain EnglishHow Does the Dijkstra’s Algorithm Work?The algorithm that changed the way we travel: Google maps·7 min read·Mar 23, 2024--8--8