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@@ -13,10 +13,12 @@ ChemLLM-7B-Chat, The First Open-source Large Language Model for Chemistry and Mo
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  <center><img src='https://cdn-uploads.huggingface.co/production/uploads/64bce15bafd1e46c5504ad38/wdFV6p3rTBCtskbeuVwNJ.png'></center>
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  ## News
 
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  - News report from [Shanghai AI Lab](https://mp.weixin.qq.com/s/u-i7lQxJzrytipek4a87fw)[2024-1-26]
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  - ChemLLM-7B-Chat ver 1.0 released. https://chemllm.org/ [2024-1-18]
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  - ChemLLM-7B-Chat ver 1.0 open-sourced.[2024-1-17]
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  - Chepybara ver 0.2 online Demo released. https://chemllm.org/ [2023-12-9]
 
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  ## Usage
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  Try [online demo](https://chemllm.org/) instantly, or...
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@@ -86,6 +88,18 @@ print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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  You can try it [online](chemllm.org).
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  ## Disclaimer
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  LLM may generate incorrect answers, Please pay attention to proofreading at your own risk.
 
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  <center><img src='https://cdn-uploads.huggingface.co/production/uploads/64bce15bafd1e46c5504ad38/wdFV6p3rTBCtskbeuVwNJ.png'></center>
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  ## News
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+ - ChemLLM arXiv preprint released.[ChemLLM: A Chemical Large Language Model](https://arxiv.org/abs/2402.06852)[2024-2-10]
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  - News report from [Shanghai AI Lab](https://mp.weixin.qq.com/s/u-i7lQxJzrytipek4a87fw)[2024-1-26]
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  - ChemLLM-7B-Chat ver 1.0 released. https://chemllm.org/ [2024-1-18]
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  - ChemLLM-7B-Chat ver 1.0 open-sourced.[2024-1-17]
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  - Chepybara ver 0.2 online Demo released. https://chemllm.org/ [2023-12-9]
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+
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  ## Usage
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  Try [online demo](https://chemllm.org/) instantly, or...
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  You can try it [online](chemllm.org).
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+ ## Cite this work
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+ ```
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+ @misc{zhang2024chemllm,
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+ title={ChemLLM: A Chemical Large Language Model},
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+ author={Di Zhang and Wei Liu and Qian Tan and Jingdan Chen and Hang Yan and Yuliang Yan and Jiatong Li and Weiran Huang and Xiangyu Yue and Dongzhan Zhou and Shufei Zhang and Mao Su and Hansen Zhong and Yuqiang Li and Wanli Ouyang},
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+ year={2024},
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+ eprint={2402.06852},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.AI}
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+ }
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+ ```
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+
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  ## Disclaimer
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  LLM may generate incorrect answers, Please pay attention to proofreading at your own risk.