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@@ -113,4 +113,19 @@ gen_kwargs = {"max_length": 1000, "do_sample": True, "temperature": 0.7, "top_p"
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  response = model.chat(tokenizer, pixel_values, query, gen_kwargs)
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  ```
 
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  response = model.chat(tokenizer, pixel_values, query, gen_kwargs)
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+ ```
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+
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+ ## Citation
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+ arxiv.org/abs/2408.07246
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+
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+ ```
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+ @misc{li2024seeingunderstandingbridgingvision,
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+ title={Seeing and Understanding: Bridging Vision with Chemical Knowledge Via ChemVLM},
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+ author={Junxian Li and Di Zhang and Xunzhi Wang and Zeying Hao and Jingdi Lei and Qian Tan and Cai Zhou and Wei Liu and Weiyun Wang and Zhe Chen and Wenhai Wang and Wei Li and Shufei Zhang and Mao Su and Wanli Ouyang and Yuqiang Li and Dongzhan Zhou},
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+ year={2024},
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+ eprint={2408.07246},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.LG},
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+ url={https://arxiv.org/abs/2408.07246},
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+ }
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  ```