Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
Summary
Seed2.0 is a new model series that addresses complex real-world tasks by improving long-tail knowledge, instruction following, reasoning, visual understanding, and search capabilities. It presents a robust evaluation framework grounded in user needs.
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Paper page - Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
Source: https://huggingface.co/papers/2607.00248
Abstract
Seed2.0 addresses complex real-world tasks by tackling long-tail knowledge and complex instruction following challenges while enhancing reasoning, visual understanding, and search capabilities through a robust evaluation framework grounded in user needs.
WepresentSeed2.0,amodelseriesthattakesameaningfulsteptowardsolvingcomplex,real-worldtasks.Ourapproachbeginswithidentifyingusers’genuineneedsandconstructingareliable,forward-lookingevaluationsystembyselectingandabstractingbenchmarksgroundedintheseneedsandinrealistic,complexscenarios.Guidedbythisevaluationsystem,Seed2.0targetstwopersistentchallenges,long-tailknowledgeandcomplexinstructionfollowing,substantiallyimprovingthemodel’sreliabilityonintricate,long-horizontasks.Beyondthese,Seed2.0deliversworld-leadingreasoningintelligence,visualunderstanding,andsearchcapabilitiesthataddressthemostcommonneedsofabroaduserbase.Throughextensivereal-worldusecasesdocumentedinthismodelcard,wedemonstratethatSeed2.0beginstoexhibittheabilitytohandleinitialcomplexreal-worldtasks,deliveringgreatervaluetohundredsofmillionsofusers.
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