Vijayasri IyerYoga-LLM, Part 2: Instruction Fine-tuningA tutorial on domain-specific instruction fine-tuning for LLMs6 min read·13 hours ago----
Vijayasri IyerYoga-LLM, Part 1: Dataset CreationTwo methods of data creation for instruction fine-tuning8 min read·3 days ago----
Vijayasri IyerYoga LLM & Yoga VLM: A blog-post seriesA guide for developers on getting started with small-scale LLM & multimodal LM projects2 min read·4 days ago----
Vijayasri IyerA Quick Introduction to LLM AlignmentA speed-dating style introduction to some famous LLM alignment methods3 min read·Apr 29, 2024----
Vijayasri IyerPaying Attention to Attention: A compilationA compilation of LinkedIn posts on Transformer Attention Mechanisms7 min read·Dec 23, 2023----
Vijayasri IyerRLHF Training Pipeline for LLMs Using Huggingface 🤗Learn how to develop your own domain-specific LLM with this Python hands-on guide7 min read·Nov 27, 2023--4--4
Vijayasri IyerCreational Design Patterns #1: Factory MethodFactory method provides an interface for creating objects in a superclass, allowing the inherited subclasses to alter the type of objects3 min read·Nov 27, 2023----
Vijayasri IyerAn Introduction to Model Licenses in Deep LearningPay attention to this before deploying your next deep-learning project4 min read·Aug 29, 2023----
Vijayasri IyerBecome a superhero learner with these two tricks.Accelerated your learning process by leveraging insights from the Ebbinghaus forgetting curve3 min read·Aug 16, 2023----
Vijayasri IyerDistilling Step-by-Step : Paper ReviewExploring one of the most recent and innovative methods in LLM compression6 min read·May 30, 2023----