Update README.md

Author: ZhangYuanhan-AI

README.md

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 - [2024/08/06] 🔥 **LLaVA-OneVision** is [released](https://llava-vl.github.io/blog/2024-08-05-llava-onevision/). The new 0.5/7/72B model achieves the state-of-the-art level and comparable to most powerful commercial models performance on several single-image, multi-image, and video benchmarks. We benchmarked on a total of 47 benchmarks to comprehensively reflect our model's true capabilities in diverse domains. Please refer to our [paper](https://arxiv.org/abs/2408.03326) for more details and to see our insights on training one model to rule them all. We also release our training code, and single-image/multi-image data mixture in [LLaVA-OneVision Data](https://huggingface.co/datasets/lmms-lab/LLaVA-OneVision-Data)! Our video part data will be released via next upgrade of video specific model, stay tuned! Our training code can be directly used to train on single-image, multi-image and video data.
 
-- [2024/07/16] 🔥 **LLaVA-NeXT-Video** has been upgraded. The new 32B model achieves the best open-source performance on several video benchmarks, including [Video-MME](https://video-mme.github.io/home_page.html#leaderboard). Please refer to [this page](docs/LLaVA-NeXT-Video_0716.md) for details.
+- [2024/07/16] 🔥 **LLaVA-NeXT-Video** has been upgraded. The new 32B model achieves the best open-source performance on several video benchmarks, including [Video-MME](https://video-mme.github.io/home_page.html#leaderboard). Please refer to [this page](docs/LLaVA-NeXT-Video_0716.md) for details, refer to [llava_next-video_demo](https://huggingface.co/spaces/WildVision/vision-arena) for demo.
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 - [2024/06/23] 🔥 **LLaVA-NeXT (interleave)** is released. We utilize image-text interleaved format to unify multi-image, video, and 3D tasks in one LLM and achieve **SoTA** performance on a wide range of benchmarks. Check out [paper](https://arxiv.org/pdf/2407.07895), [blog](https://llava-vl.github.io/blog/2024-06-16-llava-next-interleave/), and [checkpoints](https://huggingface.co/collections/lmms-lab/llava-next-interleave-66763c55c411b340b35873d1) to see new capabilities and improved performance! We have released 0.5b, 7b, and 7b-dpo models.
   * An all-round LLM for multi-image, video, and 3D with strong performance \[[demo](https://huggingface.co/spaces/lmms-lab/LLaVA-NeXT-Interleave-Demo)\]