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Towards smaller, faster decoder-only transformers: Architectural variants and their implications

Published in arXiv, 2024

Architectural variants to the GPT architecture to make them smaller while maintaining similar performances as the original architecture

Recommended citation: Suresh, Sathya Krishnan. "Towards smallers, faster decoder-only transformers: Architectural variants and their implications." arXiv preprint arXiv:2404.14462 (2024).
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DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications

Published in arXiv, 2024

DiaSynth is a framework for generating high quality and diverse dialogues for training dialogue systems

Recommended citation: Suresh, Sathya Krishnan, Wu Mengjun, Tushar Pranav, and Eng Siong Chng. "DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications." arXiv preprint arXiv:2409.19020 (2024)..
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Talk on Introduction to AI

Published: November 04, 2023

Delivered a talk and tutorial on neural networks, huggingface and llms

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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