Sethu IyerSo, how does a LLM work?In this post, we are going to deep dive into the fundamentals of how LLM work while keeping the language understandable so that you’re not…Feb 171Feb 171
Sethu IyerQuery-Aware Similarity: Tailoring Semantic Search with Zero-Shot ClassificationTraditional search engines often falter when faced with the nuanced complexities of human language. Keyword-based retrieval, while…Jan 29Jan 29
Sethu IyerExperiments with LLM — Search for a better 7B LLMAfter using speechless-mistral-six-in-one-7b (also discussed in previous post) for a while and stumbling upon llm-autoeval, my first…Jan 262Jan 262
Sethu IyerExperiments with LLMs — A Deep Dive into an Open Source 7B ModelEver since Facebook’s original LLaMa model got leaked and llama.cpp was released to make the inference an easy process, I became…Nov 9, 2023Nov 9, 2023
Sethu IyerImplementing a Compact Local Search Engine within 20 LOCI’ve been in the semantic search space since about 8 years now. My line of work is closely related to search as well. Therefore, I am…Oct 29, 20231Oct 29, 20231
Sethu IyerThe Power of DelusionLearn the power delusion has over you and how you can use it to your advantage.Jul 24, 2019Jul 24, 2019
Sethu IyerVoting Theory in Ensemble LearningEnsemble learning is a machine learning paradigm where multiple learners are trained to solve the same problem. It draws inferences from a…Feb 23, 2018Feb 23, 2018
Sethu IyerBuilding Emotional State Predictor using Deep LearningIn this post we will implement a neural network model which recognizes various emotions from facial expressions. The reader is assumed to…Dec 15, 20171Dec 15, 20171
Sethu IyerGetting Started with Data ScienceDisclaimer: By no means, I am an expert. This is how I “accidentally” got started with Data Science and been loving it ever since. This…Mar 1, 20172Mar 1, 20172
Sethu IyerStarting Competitive ProgrammingSuccess is like a vector. Not only magnitude but direction is also important.Dec 20, 2014Dec 20, 2014
