PinnedStraightforward yet productive tricks to boost deep learning model trainingHi fellow Deep Learning researchers,Jan 20, 2023Jan 20, 2023
PinnedPyTorch’s Magic with Automatic Mixed PrecisionPytorch library is one of the go-to framework used these days for implementing neural networks or deep learning models. These models have…Jan 25, 20231Jan 25, 20231
Long-Context Large Language ModelsLanguage modeling has captured the attention of researchers over the years, leading to numerous iterations and modifications of proposed…Jan 22Jan 22
Beyond Basics: A Comprehensive Interview Question Bank for DL, NLP, and Diffusion ModelsGone are the days when a basic understanding of machine learning sufficed for tech interviews. Today, employers seek candidates who can…Dec 27, 2023Dec 27, 2023
Published inAI AdvancesThe Symphony of Numbers: Inside the GPU’s Power of 2 ArchitectureIn the heart of the data center, where the pulse of artificial intelligence reverberates, lies a remarkable piece of technology — the…Sep 14, 20231Sep 14, 20231
Long-Range Transformer with Unlimited Length InputPretrained transformers generally have a context window of 512 (e.g. BERT , T5 ) or 1024 tokens (e.g. BART), which are sufficient lengths…Aug 25, 2023Aug 25, 2023
Large Language Models are just another hypeSince the latter part of the previous year, in the midst of a flurry of remarkable technological advancements, ChatGPT has risen as a…Jul 15, 2023Jul 15, 2023
Restrictive Freedom with Open Source LicensingDo you know the concept of a “commons” or a shared resource that is accessible to everyone. In medieval times, villages would have a…Apr 15, 2023Apr 15, 2023