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Bumblebee 7B V1.5 is out! #3

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MonolithFoundation opened this issue Jun 10, 2024 · 0 comments
Open

Bumblebee 7B V1.5 is out! #3

MonolithFoundation opened this issue Jun 10, 2024 · 0 comments

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@MonolithFoundation
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Bumbebee 7B V1.5 make use of Qwen2 7B model, and we got a surprising result compare with Bunny LLama3 8B and MiniCPM LLama3 8B:

Model MMB-CN-Test MMB-EN-Test MMStar(A) MMStar(C) MMStar(F)
Bumblebee-14B 75.8 76.8 43.8 63.2 41.2
Bumblebee-7B-V1.0 70.5 71.8 40.4 66.2 33.6
Bumblebee-7B-V1.5 76.5 77.29 46 65.6 43.2
Bunny-Llama3-8b 73.9 77 43.5 - -
MiniCPM-Llama3 73.8 77.6 - - -

In short, our model surpassed Bunny on both Chinese and English, but the most important part is, our model uses only 144 tokens per image, while Bunny uses 576 of them, and for MiniCPM, even more!

Leave a comment below if you wanna discuss about the detail!

@MonolithFoundation MonolithFoundation pinned this issue Jun 10, 2024
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