TulsipatroLLMOps — Part 3 : Automation and Orchestration with PipelinesThis article is the continuation of the LLMOps series.8 min read·May 2, 2024----
TulsipatroLLMOps — Part 2 : Data PreparationThis is the second part of my LLMOps series. In my previous article, we had briefly discussed about the workflow of LLMOps. The entire…6 min read·Apr 27, 2024----
TulsipatroLLMOps — Part 1 : The IntroductionLLMOps is an extension of MLOps handling processes such as data preparation, model tuning, deployment, maintenance, monitoring etc.5 min read·Apr 24, 2024----
TulsipatroA brief introduction to Knowledge GraphLet’s take an example of a virtual assistant. When you ask a question like “What is the capital of Canada ?”, the assistant will pull…3 min read·Apr 13, 2024----
TulsipatroMathematical intuition behind LoRA, QLoRALoRA is called Low Rank Adaptation of Large Language models and QLoRA is Quantised LoRA.5 min read·Mar 7, 2024----
TulsipatroQuantisationIf you have read my previous article on Fine-tuning Llama2 using PEFT, then you must have come across a term called “Quantisation”.7 min read·Feb 23, 2024----
TulsipatroFine Tuning Llama 2 using PEFT techniquesA lot of open source LLM models like Llama2, Mistral, Falcon have been introduced recently. As we know from the full form of LLM that it…4 min read·Feb 22, 2024----
TulsipatroLarge Language ModelsWe all have seen the ‘autocomplete’ feature on our mobile phones. You just type a letter ‘H’, and then we get recommended words such as…4 min read·May 29, 2023----
TulsipatroTypes of Generative AI modelsThe most significant advances in the field of artificial intelligence has definitely been Generative AI. This enables users to generate…3 min read·May 1, 2023----
TulsipatroGenerative AI ModelsOver the past couple of months, large language models, or LLMs, such as ChatGPT, have taken the world by storm.4 min read·Apr 30, 2023--1--1