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# ๐ Imp
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> A very small man can cast a very large shadow.
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> โโ*George R.R. Martin, A Clash of Kings*
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\[[Paper](https://arxiv.org/abs/2405.12107)\] [[Demo](https://xmbot.net/imp/)\] [[Github](https://github.com/MILVLG/imp)\]
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## Introduction
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| Models | Size | VQAv2 | GQA | SQA(IMG) | TextVQA | POPE | MME(P) | MMB |MMBCN |MM-Vet|
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|:--------:|:-----:|:----:|:-------------:|:--------:|:-----:|:----:|:-------:|:-------:|:-------:|:-------:|
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| [Mini-Gemini-2B](https://github.com/dvlab-research/MGM) | 2B |- | -| 56.2 |-| -| 1341 | 59.8 |- | 31.1|
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| [Bunny-v1.0-2B-zh](https://huggingface.co/BAAI/Bunny-v1_0-2B-zh) | 2B |76.6 | 59.6| 64.6 |-| 85.8 | 1300.8 | 59.1 |58.5 |
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| **Imp-v1.5-2B-Qwen1.5** | 3B | 79.2 | 61.93 | 66.14
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## License
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This project is licensed under the Apache License 2.0 - see the [LICENSE](https://www.apache.org/licenses/LICENSE-2.0) file for details.
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# ๐ Imp
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\[[Paper](https://arxiv.org/abs/2405.12107)\] [[Demo](https://xmbot.net/imp/)\] [[Github](https://github.com/MILVLG/imp)\]
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## Introduction
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| Models | Size | VQAv2 | GQA | SQA(IMG) | TextVQA | POPE | MME(P) | MMB |MMBCN |MM-Vet|
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|:--------:|:-----:|:----:|:-------------:|:--------:|:-----:|:----:|:-------:|:-------:|:-------:|:-------:|
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| [Mini-Gemini-2B](https://github.com/dvlab-research/MGM) | 2B |- | -| 56.2 |-| -| 1341 | 59.8 |- | 31.1|
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| [Bunny-v1.0-2B-zh](https://huggingface.co/BAAI/Bunny-v1_0-2B-zh) | 2B |76.6 | 59.6| 64.6 |-| 85.8 | 1300.8 | 59.1 |58.5 | -|
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| **Imp-v1.5-2B-Qwen1.5** | 3B | **79.2** | **61.93** | **66.14**| **54.52** | **86.74**| 1304.8 | **63.83**| **61.34** |**33.5**|
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## License
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This project is licensed under the Apache License 2.0 - see the [LICENSE](https://www.apache.org/licenses/LICENSE-2.0) file for details.
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