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Could multiple 7b models outperform 70b models? (alien.top)

submitted 1 year ago by freehuntx@alien.top to c/localllama@poweruser.forum

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If i have multiple 7b models where each model is trained on one specific topic (e.g. roleplay, math, coding, history, politic...) and i have an interface which decides depending on the context which model to use. Could this outperform bigger models while being faster?

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[–] extopico@alien.top 1 points 1 year ago

Take a look here:

microsoft/JARVIS: JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf (github.com)

and here to some extent, multimodal application:

moymix/TaskMatrix (github.com)