Dharani JWTH is LLM quantization? 4bit GPTQ?For geeks delving into the world of Large Language Models (LLMs) in generative AI, achieving rapid and precise results is of paramount…5 min read·Sep 14, 2023----
Dharani JAre LLMs worth the hype? Where do they add value? — POV of a daily userIn a world where AI is getting chatty (Llama2 to blame :P), we are getting lost in a linguistic jungle but its mostly our fault like how…5 min read·Sep 2, 2023----
Dharani JAI on text — Natural Language Processing Basics part 4 — Gensim Word2vec, T-SNE visualisationIn my previous blog, I have explained how word2vec/glove works to create numerical vectors for a given text. Converting text to vectors…4 min read·Aug 4, 2022----
Dharani JAI on text — Natural Language Processing Basics part 3— Word2Vec/GloVeIn previous blogs we saw how to create vectors from a text and understood the limitations that they are sparse representations which…9 min read·Feb 5, 2022----
Dharani JAI on text-Natural Language Processing — Basics part2In the previous blog we have seen how to clean text and now we will jump to feature extraction i.e., converting the text into vectors of…5 min read·Nov 5, 2021----
Dharani JAI on Text — Natural Language Processing — Part A(a starting point)Introduction8 min read·Aug 18, 2021----
Dharani JAll About ML — Theory and CodeImportant Machine Learning concepts explained in detail for beginners1 min read·Mar 28, 2021----
Dharani JNaïve Bayes AlgorithmNaïve Bayes algorithm is a supervised learning algorithm. But real world data might be huge, high dimensional and it is more often that…5 min read·Mar 28, 2021----
Dharani JinAll About MLUnderstanding Principal Component Analysis — PCAIn Machine Learning, while working on real world problems we come across data sets that have more than 20 features or high dimensional…7 min read·Mar 24, 2021--1--1
Dharani JinAnalytics VidhyaFundamentals of Reinforcement LearningLearning decisions that makes the difference10 min read·Jun 14, 2020----