WTH 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…Sep 14, 2023Sep 14, 2023
Are 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…Sep 2, 2023Sep 2, 2023
AI 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…Aug 4, 2022Aug 4, 2022
AI 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…Feb 5, 2022Feb 5, 2022
AI 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…Nov 5, 2021Nov 5, 2021
AI on Text — Natural Language Processing — Part A(a starting point)IntroductionAug 18, 2021Aug 18, 2021
All About ML — Theory and CodeImportant Machine Learning concepts explained in detail for beginnersMar 28, 2021Mar 28, 2021
Naïve Bayes AlgorithmNaïve Bayes algorithm is a supervised learning algorithm. But real world data might be huge, high dimensional and it is more often that…Mar 28, 2021Mar 28, 2021
Published inAll 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…Mar 24, 20211Mar 24, 20211
Published inAnalytics VidhyaFundamentals of Reinforcement LearningLearning decisions that makes the differenceJun 14, 2020Jun 14, 2020
