Javaid NabiAll You Need To Know About LLM Text GenerationVarious decoding strategies and how they impact text generation12 min read·Apr 9, 2024----
Javaid NabiEfficient Generative Large Language Model ServingChallenges in Serving & Recent Optimization Techniques12 min read·Mar 27, 2024----
Javaid NabiinTowards Data ScienceIn-Context Learning Approaches in Large Language ModelsSimple and powerful techniques to make LLMs learn new tasks at inference time17 min read·Jul 1, 2023--3--3
Javaid NabiHow 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.3 min read·Mar 17, 2023----
Javaid NabiinTowards Data ScienceBuilding 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…5 min read·Mar 15, 2020----
Javaid NabiinTowards Data SciencePyTorch 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…10 min read·Dec 8, 2019--2--2
Javaid NabiinTowards Data ScienceRecurrent Neural Networks (RNNs)Implementing an RNN from scratch in Python.11 min read·Jul 11, 2019--10--10
Javaid NabiinTowards Data ScienceEstimators, 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…13 min read·May 24, 2019----
Javaid NabiinTowards Data ScienceBuilding 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…8 min read·May 11, 2019--13--13
Javaid NabiinTowards Data ScienceHyper-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…12 min read·Mar 16, 2019--3--3