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license: apache-2.0
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license: apache-2.0
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tags:
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- MobileVLM
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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: Coming soon
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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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