All You Need To Know About LLM Text GenerationVarious decoding strategies and how they impact text generationApr 9, 2024Apr 9, 2024
Efficient Generative Large Language Model ServingChallenges in Serving & Recent Optimization TechniquesMar 27, 2024Mar 27, 2024
Published inTDS ArchiveIn-Context Learning Approaches in Large Language ModelsSimple and powerful techniques to make LLMs learn new tasks at inference timeJul 1, 2023A response icon3Jul 1, 2023A response icon3
How to Navigate the Current AI Technology Onslaught?If you are still talking about ChatGPT, you are living under a rock. We have a new toy [GPT4] in the market.Mar 17, 2023Mar 17, 2023
Published inTDS ArchiveBuilding and Managing Data Science TeamsMost organizations enabled by massive increase in the amount and variety data are already using data science to understand their business…Mar 15, 2020Mar 15, 2020
Published inTDS ArchivePyTorch for Deep Learning: A Quick Guide for StartersIn 2019, the war for ML frameworks has two main contenders: PyTorch and TensorFlow. There is a growing adoption of PyTorch by researchers…Dec 8, 2019A response icon2Dec 8, 2019A response icon2
Published inTDS ArchiveRecurrent Neural Networks (RNNs)Implementing an RNN from scratch in Python.Jul 11, 2019A response icon11Jul 11, 2019A response icon11
Published inTDS ArchiveEstimators, Loss Functions, Optimizers —Core of ML AlgorithmsIn order to understand how a machine learning algorithm learns from data to predict an outcome, it is essential to understand the…May 24, 2019A response icon1May 24, 2019A response icon1
Published inTDS ArchiveBuilding a Multi-label Text Classifier using BERT and TensorFlowIn a multi-label classification problem, the training set is composed of instances each can be assigned with multiple categories…May 11, 2019A response icon13May 11, 2019A response icon13
Published inTDS ArchiveHyper-parameter Tuning Techniques in Deep LearningThe process of setting the hyper-parameters requires expertise and extensive trial and error. There are no simple and easy ways to set…Mar 16, 2019A response icon3Mar 16, 2019A response icon3
