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Sunil Mallya

Co-founder and CTO of Flip AI; previously head of AWS NLP service Comprehend and helped start AWS Bedrock; co-creator of AWS DeepRacer; has over 25 patents filed in machine learning, reinforcement learning, NLP, and distributed systems.

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Mar 25, 2025 • 59min

SE Radio 661: Sunil Mallya on Small Language Models

Sunil Mallya, Co-founder and CTO of Flip AI, shares his expertise on small language models (SLMs) versus large language models (LLMs). He delves into their differences, revealing how SLMs can be more efficient and accurate for specific tasks. Sunil highlights the importance of domain-specific training datasets and discusses recent advancements like the DeepSeek R1 that show smaller models outperforming larger ones in particular contexts. He also touches on the evolving landscape of model deployment and how organizations can optimize performance while managing costs.