InAI AdvancesbyLak LakshmananGenerative AI Design PatternsA catalog of design patterns when building GenAI applicationsApr 3, 20241Apr 3, 20241
InGoogle Cloud - CommunitybyArun ShankarArchitectural Patterns for Text-to-SQL: Leveraging LLMs for Enhanced BigQuery InteractionsTLDR: This article deep dives into the Text-to-SQL domain, demonstrating the growing reliance on Large Language Models (LLMs) for this…Nov 12, 202310Nov 12, 202310
Ingrid StevensExtract Structured Data from Unstructured Text using LLMsUsing LangChain’s create_extraction_chain and PydanticOutputParserJan 1, 20243Jan 1, 20243
InWaiibyWangda TanFine-Tuned GPT-3.5 vs. GPT-4 For SQL GenerationOn August 22, OpenAI unveiled a fine-tuning API for GPT-3.5-turbo. Here’s a quote from the announcement:Aug 25, 2023Aug 25, 2023
BoredGeekSocietyFinally! 7B Parameter Model beats GPT-4!We are entering the era of small & highly efficient models!Feb 6, 202410Feb 6, 202410
Fabio MatricardiHow I Built a Chatbot that Crushed ChatGPT with Zero Cost AI ToolsChallenge Accepted! How I created a chatbot that surpassed the performance of the famous ChatGPT model using free and open source AI tools…Feb 4, 202415Feb 4, 202415
InTowards AIbyIgnacio de GregorioMeta’s Self-Rewarding Models, the Key to SuperHuman LLMs?Meta, the company behind Facebook, Whatsapp, and Rayban’s Meta glasses, has announced a recent, highly promising AI breakthrough…Jan 30, 202410Jan 30, 202410
Lak LakshmananTen tips and tricks to employ in your Gen AI projectsLessons from a Production-ready Generative AI ApplicationOct 11, 20232Oct 11, 20232
InTowards AIbyIgnacio de GregorioDPO, Open-Source’s New Weapon in the AI WarThe end of RLHF?Jan 17, 20249Jan 17, 20249
Dan McCrearyBuilding Better AI AssistantsUsing MicroSims to Build User-friendly and Educational ToolsJan 20, 20241Jan 20, 20241
InLevel Up CodingbyGao Dalie (高達烈)LangGraph : Create A Hyper AI AgentLangChain has been around for a year. As an open-source framework, providing the modules and tools needed to build AI applications based…Jan 22, 20241Jan 22, 20241
InTensor LabsbyAhmedabdullahTaking your RAG pipelines to a next level ! LangGraphsDiscover power of LangGraph: Revolutionize AI with intelligent, iterative RAG pipelines that think, adapt, and deliver precision solutionsJan 19, 20242Jan 19, 20242
InTDS ArchivebyCameron R. Wolfe, Ph.D.Supervised Fine-Tuning (SFT) with Large Language ModelsUnderstanding how SFT works from idea to a working implementation…Jan 16, 20243Jan 16, 20243
InTDS ArchivebyMarcello PolitiDeploy Tiny-Llama on AWS EC2Learn how to deploy a real ML application using AWS and FastAPIJan 12, 20243Jan 12, 20243
InTDS ArchivebyMichał OleszakEvaluating Large Language ModelsHow do you know how good your LLM is? A complete guide.Jan 14, 20243Jan 14, 20243
InTowards AIbyMandar Karhade, MD. PhD.20x Savings on OpenAI bills Prompt compression: LLMLinguaLLMLingua uses GPT2-small and LLaMA07B to decrease prompt size by 20xJan 13, 2024Jan 13, 2024
InTDS ArchivebyMaxime LabonneFine-tune a Mistral-7b model with Direct Preference OptimizationBoost the performance of your supervised fine-tuned modelsJan 1, 20249Jan 1, 20249
InTowards AIbyMandar Karhade, MD. PhD.Mistral AI: (8x7b) Releases First Ever Opensource Model Of Experts (MoE) ModelMistral continues their commitment to the Open Source World by releasing the first 56 billion token model (8 models, 7 billion tokens each)…Dec 11, 20233Dec 11, 20233
InLevel Up CodingbyFareed KhanSolving Transformer by Hand: A Step-by-Step Math ExamplePerforming numerous matrix multiplications to solve the encoder and decoder parts of the transformerDec 18, 202341Dec 18, 202341
InTDS ArchivebyNiya StoimenovaOn Why Machines Can ThinkHow can we think about thinking in the simplest way possible?Dec 6, 202316Dec 6, 202316