PinnedMurtuza KazmiUsing LLaMA 2.0, FAISS and LangChain for Question-Answering on Your Own DataOver the past few weeks, I have been playing around with several large language models (LLMs) and exploring their potential with all sorts…10 min read·Jul 24, 2023--18--18
Murtuza KazmiinStackademicSupercharge Pandas Performance with GPU using Nvidia’s RAPID cuDF Library5 min read·Nov 12, 2023----
Murtuza KazmiinArtificial Intelligence in Plain EnglishScaling Llama 2 (7 - 70B) Fine-tuning on Multi-Node GPUs with Ray on DatabricksIn recent years, the field of machine learning has witnessed an unprecedented surge in its computational demands, especially after the…14 min read·Nov 7, 2023--1--1
Murtuza KazmiHow Is LLMOps Different From MLOps?A new methodology, known as “LLMOps”, has evolved and become the talk of every ML community to streamline how we should operationalize…4 min read·Aug 11, 2023----
Murtuza KazmiinGoPenAIEnrich LLMs with Retrieval Augmented Generation (RAG)2 min read·Jul 31, 2023--1--1
Murtuza KazmiHow I Passed Databricks Data Engineer Associate Exam in 7 Days“In my opinion, certification is one of the best ways of gauging your skills and knowledge about a particular technology and its…3 min read·Jul 8, 2023--2--2
Murtuza KazmiHow I Embedded Images from S3 on PowerBI Dashboard using DatabricksRecently, I encountered a unique challenge of embedding the images in the PowerBI dashboard that were stored as files in an S3 bucket. I…4 min read·Apr 16, 2023--1--1
Murtuza KazmiHow I Built a Scalable Machine Learning Platform in Just 5 Hours — A Complete Guide21 min read·Jan 7, 2023----