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README.md
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<div align="center">
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<img src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/xcy1rwFGbrVZ1N68LQcEI.gif" style="width: 65%">
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<p style="margin: 0px;" align="center">
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<a style="text-decoration: none;" rel="nofollow" href="https://discord.gg/hYUwWddeAu">
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<img style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;" alt="Discord Logo" src="https://cloud.githubusercontent.com/assets/6291467/26705903/96c2d66e-477c-11e7-9f4e-f3c0efe96c9a.png">
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<span style="margin-right: 10px;" class="link-text">Discord</span>
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<a style="text-decoration: none;" rel="nofollow" href="https://arxiv.org/abs/2403.04652">
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<img style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;" alt="ArXiv Logo" src="https://github.com/alpayariyak/openchat/blob/master/assets/arxiv-logomark-small-square-border.png?raw=true">
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<span class="link-text">Paper</span>
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</a>
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<br/>
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<div class="grid lg:grid-cols-3 gap-x-4 gap-y-7">
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/ADRH_f61dt8uVWBsAehkG.gif" class="w-40" />
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</div>
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<div align="center">Base Models
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</a>
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href="https://www.01.ai/"
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/JuiI5Zun1XD5BuHCK0L1I.gif" class="w-40" />
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</pre>
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</div>
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<div align="center">Chat Models
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</a>
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<a
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href="https://www.01.ai/"
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<div class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-[#FFFFFF]">
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/7D6SjExHLIO1cH0tmQyxh.gif" class="w-40" />
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</div>
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<div align="center">Multimodal Models
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</a>
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</div>
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Yi model family is a series of language and multimodal models. It is based on 6B and 34B pretrained language models, then extended to **chat** models, 200K **long context** models, depth-upscaled models (9B), and **vision**-language models.
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# βοΈ Highlights
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- **Strong performance**: Yi-1.5-34B is on par with or surpasses GPT-3.5 in commonsense reasoning, college exams, math, coding, reading comprehension, and human preference win-rate on multiple evaluation benchmarks.
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- **Cost-effective**: For 6B, 9B, and 34B, you can perform inference on consumer-grade hardware (like the RTX 4090). Additionally, 34B is large enough with complex reasoning and emergent abilities, giving a nice performance-cost balance.
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# π Benchmarks
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TBD
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<div align="center">
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<img src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/kVHWz7yEY3UJlcRD2nwf2.png" style="width: 65%">
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</div>
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- 2024-03-16: The Yi-9B-200K is open-sourced and available to the public.
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- 2024-03-08: Yi Tech Report is published!
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- 2024-03-07: The long text capability of the Yi-34B-200K has been enhanced.
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For complete news history, see [News](xx.md).
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<br/>
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<div class="grid lg:grid-cols-3 gap-x-4 gap-y-7">
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/ADRH_f61dt8uVWBsAehkG.gif" class="w-40" />
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</div>
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<div align="center">Yi Base Models</div>
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</a>
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<a
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href="https://www.01.ai/"
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/JuiI5Zun1XD5BuHCK0L1I.gif" class="w-40" />
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</pre>
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</div>
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<div align="center">Yi Chat Models</div>
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</a>
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<a
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href="https://www.01.ai/"
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<div class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-[#FFFFFF]">
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<img alt="" src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/7D6SjExHLIO1cH0tmQyxh.gif" class="w-40" />
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</div>
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<div align="center">Yi Multimodal Models </div>
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</a>
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</div>
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<br/>
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<p style="margin: 0px;" align="center">
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<a style="text-decoration: none;" rel="nofollow" href="https://discord.gg/hYUwWddeAu">
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<img style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;" alt="Discord Logo" src="https://cloud.githubusercontent.com/assets/6291467/26705903/96c2d66e-477c-11e7-9f4e-f3c0efe96c9a.png">
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<span style="margin-right: 10px;" class="link-text">Discord</span>
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</a> |
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<a style="text-decoration: none;" rel="nofollow" href="https://arxiv.org/abs/2403.04652">
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<img style="width:20px; vertical-align: middle; display: inline-block; margin-right: 5px; margin-left: 10px; margin-top: 0px; margin-bottom: 0px;" alt="ArXiv Logo" src="https://github.com/alpayariyak/openchat/blob/master/assets/arxiv-logomark-small-square-border.png?raw=true">
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<span class="link-text">Paper</span>
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</a>
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</p>
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