Suman DasFine Tune Large Language Model (LLM) on a Custom Dataset with QLoRAThe field of natural language processing has been revolutionized by large language models (LLMs), which showcase advanced capabilities and…Jan 25, 202421Jan 25, 202421
InTowards AIbyYoussef HosniLLM Researcher and Scientist Roadmap: A Guide to Mastering Large Language Models ResearchThis comprehensive article serves as a roadmap for aspiring LLM researchers and scientists, offering a step-by-step guide to mastering the…Jan 20, 20241Jan 20, 20241
InLevel Up CodingbyFareed KhanBuilding a Million-Parameter LLM from Scratch Using PythonA Step-by-Step Guide to Replicating LLaMA ArchitectureDec 7, 202335Dec 7, 202335
InLevel Up CodingbyYoussef Hosni10 Guided Large Language Models Projects to Build Your PortfolioElevate Your Portfolio with These 10 Guided ProjectsSep 12, 20231Sep 12, 20231
InLevel Up CodingbyYanli LiuUnleash Mistral 7B’ Power: How to Efficiently Fine-tune a LLM on Your Own DataNavigating the world of model fine-tuning optimizations, featuring LoRA and PEFT.Oct 12, 202316Oct 12, 202316
InTowards AIbyDamian GilTalk to your documents as PDFs, txts, and even web pagesComplete guide to creating a web and the intelligence that allows you to ask questions to docs such as PDFs, TXTs, and even web pages using…Aug 24, 20236Aug 24, 20236
InTDS ArchivebyMaxime LabonneFine-Tune Your Own Llama 2 Model in a Colab NotebookA practical introduction to LLM fine-tuningJul 25, 202344Jul 25, 202344
InTDS ArchivebyShaw TalebiHow to Build an LLM from ScratchData Curation, Transformers, Training at Scale, and Model EvaluationSep 21, 202311Sep 21, 202311
InAI FUSION LABSbyShantanu ChandraRetentive Networks (RetNet) Explained: The much-awaited Transformers-killer is hereTransformers have become the de-facto architecture for LLMs, as they efficiently overcome the sequential training issues of the recurrent…Aug 4, 202312Aug 4, 202312
