Dhanoop KarunakaranA brief guide on running TensorFlow on GPUMany people are already aware of how to run the TensorFlow library on GPU. But to me, it took a couple of days of effort to figure out what…Oct 25, 2023Oct 25, 2023
Dhanoop KarunakaranParameter Efficient Finetuning (PEFT) of LLMThis article explains the PEFT technique to finetune LLM and how can we implement it. To learn more about Transformer and its different…Oct 23, 2023Oct 23, 2023
Dhanoop KarunakaranDevelop a Q&A system using ChatGPT and embeddingsChatGPT is a powerful large language model (LLM) trained on a large corpus of data. We can use them for a wide variety of tasks such as…Aug 26, 2023Aug 26, 2023
Dhanoop KarunakaranK-means clusteringClustering is an unsupervised technique that groups similar data points to form clusters. In K-means clustering, it groups data points into…Aug 24, 2023Aug 24, 2023
Dhanoop KarunakaranA brief explanation of state-action value function(Q) in RLThe reinforcement Learning(RL) algorithm finds an optimal policy that maximizes the return by interacting with the environment that is…Aug 22, 2023Aug 22, 2023
Dhanoop KarunakaranRecommendation engine algorithm — Content-based filteringIt is highly recommended to read the collaborative filter article before continuing with this article as it contains some fundamentals of…Aug 18, 2023Aug 18, 2023
Dhanoop KarunakaranRecommendation engine algorithm— Collaborative filteringToday, we can see recommendation engines that enhance the user experience on websites such as Amazon, Netflix, etc. It provides the…Aug 14, 2023Aug 14, 2023
Dhanoop KarunakaranFine-tuning Large Language Models series: Part1 — Internal mechanism of LLMsMy intention is to post multiple articles about the fine-tuning of LLMs. In this article, I discuss what are the underline technology…Jul 28, 2023Jul 28, 2023
Dhanoop KarunakaranPrincipal Component Analysis(PCA)Dimensionality reduction is the process of transforming the data from high-dimensional space to low-dimensional space[5]. In other words…Jul 10, 2023Jul 10, 2023
