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  This model is a fine-tuned version of [Qwen/Qwen2.5-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct), introduced in the paper [ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models](https://huggingface.co/papers/2506.21356). It is trained by supervised fine-tuning on the largest and high-quality dataset for cinematic language understanding to date. It currently achieves state-of-the-art performance on [ShotBench](https://vchitect.github.io/ShotBench-project/), a comprehensive benchmark for evaluating cinematography understanding in vision-language models.
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  **Project Page:** [https://vchitect.github.io/ShotBench-project/](https://vchitect.github.io/ShotBench-project/)
 
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  **Code:** [https://github.com/Alexios-hub/ShotBench](https://github.com/Alexios-hub/ShotBench)
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  ### Demo Code
 
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  This model is a fine-tuned version of [Qwen/Qwen2.5-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct), introduced in the paper [ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models](https://huggingface.co/papers/2506.21356). It is trained by supervised fine-tuning on the largest and high-quality dataset for cinematic language understanding to date. It currently achieves state-of-the-art performance on [ShotBench](https://vchitect.github.io/ShotBench-project/), a comprehensive benchmark for evaluating cinematography understanding in vision-language models.
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  **Project Page:** [https://vchitect.github.io/ShotBench-project/](https://vchitect.github.io/ShotBench-project/)
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  **Code:** [https://github.com/Alexios-hub/ShotBench](https://github.com/Alexios-hub/ShotBench)
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  ### Demo Code