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…Jul 24, 202318Jul 24, 202318
Murtuza KazmiinStackademicSupercharge Pandas Performance with GPU using Nvidia’s RAPID cuDF LibraryNov 12, 2023Nov 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…Nov 7, 20231Nov 7, 20231
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…Aug 11, 2023Aug 11, 2023
Murtuza KazmiinGoPenAIEnrich LLMs with Retrieval Augmented Generation (RAG)Jul 31, 20231Jul 31, 20231
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…Jul 8, 20232Jul 8, 20232
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…Apr 16, 20231Apr 16, 20231
Murtuza KazmiHow I Built a Scalable Machine Learning Platform in Just 5 Hours — A Complete GuideJan 7, 2023Jan 7, 2023