Shreyan Chaubey

AI Research @ BUD Ecosystem

I cook cutting edge LLM architectures that are aimed at delivering pareto improvements over the existing State-of-The-Art.

Blogs by Shreyan Chaubey

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Introducing Maxwell TCS v0.2: A Lightweight SOTA Model for Prompt Complexity Scoring
Introducing Maxwell TCS v0.2: A Lightweight SOTA Model for Prompt Complexity Scoring

We are excited to announce the open-source release of Maxwell Task Complexity Scorer v0.2, a breakthrough in efficient instruction complexity scoring. Maxwell represents a significant advancement in task complexity analysis, offering State-of-the-Art performance in a remarkably efficient package. Maxwell leverages a ModernBERT-Large backbone to deliver sophisticated complexity scoring while maintaining exceptional efficiency. With a dense […]

The Cost Conundrum Essays, Part 1 : The Goose Chase for Cost Effective LLMs
The Cost Conundrum Essays, Part 1 : The Goose Chase for Cost Effective LLMs

In recent years, Generative Large Language Models have become a centerpiece in the domain of NLP, catching the attention of researchers and non-researchers alike for their impressive capabilities. Their ability to capture context and generate human-like text has revolutionized the way we interact with machines, and opened up creative possibilities for applications in various domains, […]