Keyur RamoliyaSemantic Caching in RAG ApplicationsImagine you’re running an application that uses a Large Language Model (LLM) like GPT-4, Anthropic Claude, etc. to answer customer…1d ago1d ago
Keyur RamoliyaTesla’s Open-Source Patent StrategyIn 2014, Tesla made a big decision to share its patents with everyone. This move, which allowed other companies to use Tesla’s technology…5d ago5d ago
Keyur RamoliyainThe Deep HubSpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsSpreadsheets have long been a fundamental tool in data management and analysis. However, their complex structures have posed significant…Jul 24Jul 24
Keyur RamoliyainThe Deep HubTest-Time Training (TTT): A New Approach to Sequence ModelingIn artificial intelligence (AI) and natural language processing (NLP), sequence modeling is incredibly important. It’s the foundation for…Jul 18Jul 18
Keyur RamoliyaIlya Sutskever on The Magic of Neural NetworksRecently I watched a talk by Ilya Sutskever on neural networks, and I’ve got to say, it was pretty mind-blowing. Let me break down some of…Jul 10Jul 10
Keyur RamoliyaTransformer and HallucinationsThe original transformer’s architecture is similar to the one below. But let’s avoid discussing the way it is represented. We will use…Jul 7Jul 7
Keyur RamoliyaThe Lean StartupThe Lean Startup methodology, as outlined in the book “The Lean Startup” by Eric Ries, offers a powerful and systematic approach for…Jun 30Jun 30
Keyur RamoliyaEvaluation of Retrieval Augmented Generation (RAG) SystemsRetrieval Augmented Generation (RAG) is a powerful technique that enhances large language models (LLMs) by incorporating external knowledge…Jun 22Jun 22
Keyur RamoliyaThoughts on AI Business ModelsThe Apple AI(or “Apple Intelligence”) release highlights an ongoing development in artificial intelligence, with 𝐭𝐞𝐜𝐡 𝐠𝐢𝐚𝐧𝐭𝐬…Jun 18Jun 18
Keyur RamoliyaA Comprehensive Study of Knowledge Editing for Large Language ModelsKnowledge editing for large language models is crucial as it allows for the efficient updating of LLMs with new information, rectification…Mar 29Mar 29