What is KOSMOS2













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KOSMOS-2: Grounding Multimodal Large Language Models to the World is a new preprint from Microsoft research that illustrates multimodal grounding abilities in a large vision-language model. • Timestamps: • 00:00 - KOSMOS-2 • 00:12 - Grounding Multimodal Large Language Models to the World • 01:25 - KOSMOS-1 • 02:01 - KOSMOS-2 overview • 03:42 - The Grounded Image-Text Pairs (GrIT) dataset • 05:07 - Kosmos-2: Model and training details • 07:00 - Testing the model on some tricky images • 07:57 - Hallucinations (Flamingo reference) • 09:34 - Phrase grounding • 09:59 - Referring expression comprehension • 10:43 - Flamingo - where art thou? • 11:56 - Language tasks • 12:20 - The Ethics Statement • 13:43 - Closing thoughts • Paper link: https://arxiv.org/abs/2306.14824 • Demo: https://d20f0c97b1b2ee15.gradio.app/ • Topics: #LLMs #ai #microsoft #KOSMOS-2 • For related content: • Twitter:   / samuelalbanie   • Research lab: https://caml-lab.com/ • personal webpage: https://samuelalbanie.com/ • YouTube:    / @samuelalbanie1   • TikTok:   / samuelalbanie   • Instagram:   / samuelalbanie   • LinkedIn:   / samuel-albanie   • Discord server for filtir:   / discord   • (Optional) if you'd like to support the channel: • https://www.buymeacoffee.com/samuelal... •   / samuel_albanie   • Acknowledgements: • Image credit for the boat race: https://commons.wikimedia.org/wiki/Fi...

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