by sumit kumar | Mar 21, 2023
What is Multimodal AI? This is a question everyone is often wondering about due to the recent release of GPT-4, which boasts a range of advanced capabilities, particularly in the realm of multimodal AI. Our world comprises multiple modalities – we see objects, hear...
by sumit kumar | Mar 11, 2021
If we were to comprehend programmatically everything a person speaks in a day, we would definitely end up with quite a bit of information, but how about the composition of these sentences — the words? This is where the real challenge lies. Computers process numbers...
by sumit kumar | Mar 1, 2021
Sharing some insights on building team culture from our experience at Draup. We recently concluded our Yearly performance reviews and one thing that surprised me was that almost everyone mentioned that the workplace is very positive and they love working at Draup. At...
by sumit kumar | Feb 12, 2021
This article talks about different decoding strategies all the while illustrating the probability distributions, through visualizations of hidden states using a python package ecco, providing more explainability to the language model generation. About Language...
by sumit kumar | Jul 29, 2019
Data is being generated at a massive rate across all the businesses. When the data volumes are large, we would want to look at the subsets(apply filters) of data that might be of interest to us. So traditionally these filters translate to database queries. A simple...