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  Here, we introduce a small-scale video reasoning model TinyLLaVA-Video-R1, based on the traceably trained model [TinyLLaVA-Video](https://github.com/ZhangXJ199/TinyLLaVA-Video). After reinforcement learning on general Video-QA datasets, the model not only significantly improves its reasoning and thinking abilities, but also exhibits the emergent characteristic of “aha moments”.
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  ### Result
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- | Model (HF Path) | Video-MME | MVBench | MLVU | MMVU |
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  | :----------------------------------------: | ------------- | ------- | -------------- | ---------- |
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- | [Zhang199/TinyLLaVA-Video-Qwen2.5-3B-Group-1fps-512](https://huggingface.co/Zhang199/TinyLLaVA-Video-Qwen2.5-3B-Group-1fps-512) | 46.6 | 49.5 | 52.4 | 46.9 |
 
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  Here, we introduce a small-scale video reasoning model TinyLLaVA-Video-R1, based on the traceably trained model [TinyLLaVA-Video](https://github.com/ZhangXJ199/TinyLLaVA-Video). After reinforcement learning on general Video-QA datasets, the model not only significantly improves its reasoning and thinking abilities, but also exhibits the emergent characteristic of “aha moments”.
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  ### Result
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+ | Model (HF Path) | Video-MME | MVBench | MLVU | MMVU |
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  | :----------------------------------------: | ------------- | ------- | -------------- | ---------- |
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+ | [Zhang199/TinyLLaVA-Video-R1](https://huggingface.co/Zhang199/TinyLLaVA-Video-R1) | 46.6 | 49.5 | 52.4 | 46.9 |