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Toward modular models: Collaborative AI development enables model accountability and continuous learning

Microsoft Research · published 13 November 2024

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https://colinraffel.com/blog/a-call-to-build-models-like-we-build-open-source-software.html
colinraffel.com
https://www.microsoft.com/en-us/research/publication/towards-modular-llms-by-building-and-reusing-a-library-of-loras/
microsoft.com
https://arxiv.org/abs/2402.05859
arxiv.org
https://www.microsoft.com/en-us/research/publication/a-survey-on-model-moerging-recycling-and-routing-among-specialized-experts-for-collaborative-learning/
microsoft.com
https://www.microsoft.com/en-us/research/story/on-second-thought/
microsoft.com
https://www.microsoft.com/en-us/research/publication/multi-head-adapter-routing-for-cross-task-generalization/%22%20%EF%B7%9FHYPERLINK%20%22https://www.microsoft.com/en-us/research/publication/multi-head-adapter-routing-for-cross-task-generalization/
microsoft.com
https://arxiv.org/abs/2311.08105
arxiv.org
https://www.microsoft.com/en-us/research/people/matpereira/
microsoft.com
https://www.microsoft.com/en-us/research/people/sidsen/
microsoft.com