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license: apache-2.0 |
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tags: |
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- MobileVLM V2 |
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## Model Summery |
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MobileVLM V2 is a family of significantly improved vision language models upon MobileVLM, which proves that a delicate orchestration of novel architectural design, an improved training scheme tailored for mobile VLMs, and rich high-quality dataset curation can substantially benefit VLMs’ performance. Specifically, MobileVLM V2 1.7B achieves better or on-par performance on standard VLM benchmarks compared with much larger VLMs at the 3B scale. Notably, MobileVLM_V2-3B model outperforms a large variety of VLMs at the 7B+ scale. |
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The MobileVLM_V2-1.7B was built on our [MobileLLaMA-1.4B-Chat](](https://huggingface.co/mtgv/MobileLLaMA-1.4B-Chat)) to facilitate the off-the-shelf deployment. |
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## Model Sources |
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- Repository: https://github.com/Meituan-AutoML/MobileVLM |
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- Paper: [MobileVLM V2: Faster and Stronger Baseline for Vision Language Model](https://arxiv.org/abs/2402.03766) |
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## How to Get Started with the Model |
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Inference examples can be found at [Github](https://github.com/Meituan-AutoML/MobileVLM). |
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