PinnedVijayasri IyerYoga LLM & Yoga VLM: A blog-post seriesA guide for developers on getting started with small-scale LLM & multimodal LM projectsJun 21Jun 21
Vijayasri IyerYoga-LLM, Part 4: Multimodal Dataset CreationA tutorial on creating custom datasets for a multimodal LLMJun 26Jun 26
Vijayasri IyerYoga-LLM, Part 3: Extending the LLM to a new languageA tutorial on training LLMs on an Indian languageJun 25Jun 25
Vijayasri IyerinGoPenAIYoga-LLM, Part 2: Instruction Fine-tuningA tutorial on domain-specific instruction fine-tuning for LLMsJun 24Jun 24
Vijayasri IyerYoga-LLM, Part 1: Dataset CreationTwo methods of data creation for instruction fine-tuningJun 21Jun 21
Vijayasri IyerA Quick Introduction to LLM AlignmentA speed-dating style introduction to some famous LLM alignment methodsApr 29Apr 29
Vijayasri IyerPaying Attention to Attention: A compilationA compilation of LinkedIn posts on Transformer Attention MechanismsDec 23, 2023Dec 23, 2023
Vijayasri IyerRLHF Training Pipeline for LLMs Using Huggingface π€Learn how to develop your own domain-specific LLM with this Python hands-on guideNov 27, 20237Nov 27, 20237
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 objectsNov 27, 2023Nov 27, 2023
Vijayasri IyerAn Introduction to Model Licenses in Deep LearningPay attention to this before deploying your next deep-learning projectAug 29, 2023Aug 29, 2023