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RAG vs Fine-tuning: Which is Better for Your LLM Strategy?

Apr 29, 20247 min read

Unlocking the Power of Generative AI: RAG and Fine-tuning decision framework · I. This is real!! Imagine this scenario: a lawyer uses ChatGPT to assist...

RAG vs Fine-tuning: Which is Better for Your LLM Strategy?

Rethinking AI Training: Lessons from the 'Textbooks is All You Need' Study

Sep 26, 20236 min read

How Microsoft Research's Emphasis on Textbook-Quality Data is Paving the Way for More Efficient and Responsible AI · Introduction In an era where...

Rethinking AI Training: Lessons from the 'Textbooks is All You Need' Study

Getting the Most Out of MLOps with ZenML: 4

Jun 17, 202310 min read

Streamline MLOps Workflows with ZenML: Harnessing the Power of Stacks for Efficient Machine Learning Operations · Recap ZenML Steps: ZenML steps are the...

Getting the Most Out of MLOps with ZenML: 4

Getting the Most Out of MLOps with ZenML: 3

May 21, 20238 min read

Creating efficient ML pipelines with ZenML: A step-by-step guide to building ML pipelines. · Intro In the previous post, we have gone through deploying...

Getting the Most Out of MLOps with ZenML: 3

Getting the Most Out of MLOps with ZenML: 2

May 3, 20234 min read

Step by step guide on deploying ZenML server and working with ZenML client CLI · Intro To work with ZenML there are two sides we need to create. If you...

Getting the Most Out of MLOps with ZenML: 2

Getting the Most Out of MLOps with ZenML: 1

Apr 27, 20235 min read

MLOps is the practice of bringing together data science and engineering to operationalise machine learning. · TLDR This series of articles focuses on...

Getting the Most Out of MLOps with ZenML: 1