Vikhyat Korrapati - Moondream: how does a tiny vision model slap so hard?

Psst! Wanna learn how to build an AI model that punches way above its weight? Beats models 4 times its size and competes with the models from Meta, Google and OpenAI? In this talk I’ll spill the beans on how I pulled it off, and how you can too. I’ll share my unexpected journey that led to the creation of Moondream, a tiny open-source vision language model that kicks ass. I’ll share my journey and the technical hurdles that I faced along the way. I’ll also explain why small models are the future of AI. Join me for a story of accidental innovation, the democratization of AI, and how sometimes, thinking small can lead to big results.

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Psst! Wanna learn how to build an AI model that punches way above its weight? Beats models 4 times its size and competes with the models from Meta, Google and OpenAI? In this talk I’ll spill the beans on how I pulled it off, and how you can too. I’ll share my unexpected journey that led to the creation of Moondream, a tiny open-source vision language model that kicks ass. I’ll share my journey and the technical hurdles that I faced along the way. I’ll also explain why small models are the future of AI. Join me for a story of accidental innovation, the democratization of AI, and how sometimes, thinking small can lead to big results.

Vikhyat Korrapati

Vik's work focuses on developing efficient AI models that can run on resource-constrained devices without sacrificing performance. His mission is to democratize AI technology, making advanced computer vision accessible to developers and businesses of all sizes. Prior to his current endeavors, Vik spent 9 years at AWS, gaining valuable experience in large-scale computing systems.

Vikhyat Korrapati
Vikhyat KorrapatiCTO

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