Neeraj Kumar – Medium

Neeraj Kumar

MemGPT- Extending LLM Context Through OS-Inspired Virtual Memory and Hierarchical Storage

Nov 9, 2024

MemGPT- Extending LLM Context Through OS-Inspired Virtual Memory and Hierarchical Storage

Nov 9, 2024

Memory Service for Agentic Applications

Language models are stateless: they do not persist information across calls. In contrast, language agents may store and maintain…

Oct 24, 2024

Memory Service for Agentic Applications

Oct 24, 2024

ColPali and PLAID- Part 2

PLAID architecture :

Sep 20, 2024

ColPali and PLAID- Part 2

Sep 20, 2024

ColPali and PLAID- Part 1

ColPali:

Sep 20, 2024

ColPali and PLAID- Part 1

Sep 20, 2024

Logsumexp trick and Flash attention- Part 2

GPU memory hierarchy consists of various types of memory that differ in size and speed, where smaller memory is faster. For instance, the…

Sep 5, 2024

Logsumexp trick and Flash attention- Part 2

Sep 5, 2024

Logsumexp trick and Flash attention- Part 1

Softmax Concept:

Sep 5, 2024

Logsumexp trick and Flash attention- Part 1

Sep 5, 2024

GENERATIVE LEARNING TRILEMMA

At present, generative learning frameworks are unable to meet three essential criteria simultaneously, which are often necessary for their…

Apr 8, 2023

GENERATIVE LEARNING TRILEMMA

Apr 8, 2023

Why Contrastive loss for unsupervised learning.

Unsupervised learning holds out the possibility that we can acquire transferable representations even in the absence of direct human…

Sep 5, 2022

Why Contrastive loss for unsupervised learning.

Sep 5, 2022

Understanding Variational Autoencoder

Let us consider some dataset X = {x (i)} N i=1 consisting of N i.i.d. samples of some continuous or discrete variable x. We assume that the…

Aug 10, 2021

Understanding Variational Autoencoder

Aug 10, 2021

Document Ranking using Bert

Document ranking is a well-known problem in the NLP domain which has prominent use cases across the various industries in extractive…

Aug 7, 2021

Document Ranking using Bert

Aug 7, 2021

Neeraj Kumar

Neeraj Kumar

Staff ML Scientist and PHD @ IIT Delhi, B-Tech @ IIT Kharagpur Connect on Topmate for educational consulting, mock interviews - https://topmate.io/neeraj_kumar

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