Gautam KarmakarLLM Training and Computation ChallengesThe parameter size of a modern LLM is at the magnitude of hundreds of billions, which exceeds the GPU memory of a single device or host…Apr 7Apr 7
Gautam KarmakarLangChain for Building Real World GenAI ApplicationLangchain provides necessary instructions over LLMs and leverages company’s private data and uses API to interact with different utilities…Mar 16Mar 16
Gautam KarmakarReference Architecture of GenAI ApplicationsThe first components for generative AI is a user interface where users can interact with generative AI models and other components for a…Mar 10Mar 10
Gautam KarmakarTraining Large Language Models in AWS SageMakerLarge language models based on transformer model and many variaton of transformer models are making tremendous buzz and mostly for a right…Nov 19, 2023Nov 19, 2023
Gautam KarmakarGenerative AI and Large Language ModelsImage Courtesy: towardsdatascience.comOct 3, 2023Oct 3, 2023
Gautam KarmakarHow I passed Oracle Cloud Professional Architect Exam in Two WeeksOracle Cloud Infrastructure 2021 Architect Associate CertificationMar 25, 2022Mar 25, 2022
Gautam KarmakarAZ-220: Azure IOT Developer Specialty CertificationIntroduction:Jul 10, 2020Jul 10, 2020
Gautam KarmakarDistributed Machine learning in Azure DatabricksAzure Databricks provide fully managed, highly scalable and available unified compute platform using Databricks distribution of open…Dec 19, 20181Dec 19, 20181
Gautam KarmakarAzure Machine Learning Solutions — Building end to end scalable ML Model and deploy anywhere —…What is Azure Machine Learning?Nov 24, 2018Nov 24, 2018
Gautam KarmakarTensorflow Estimator Premade models for scikit learn FansThe intention of this tutorial to show how to use tensorflow estimator pre-baked model for folks that areSep 29, 2018Sep 29, 2018
