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title: README
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<div align="center">
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<a rel="nofollow" href="https://discord.gg/hYUwWddeAu">
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<span class="link-text">Discord</span>
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<a rel="nofollow" href="https://arxiv.org/abs/2403.04652">
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<span class="link-text">Paper</span>
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<div align="center">Base Models<br/> (Yi-6B/9B/34B)</div>
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<div align="center">Chat Models <br/> (Yi-6B/9B/34B Chat)</div>
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<div align="center" class="underline">Multimodal Models <br/> (Yi-VL-6B/34B)</div>
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Welcome to Yi! 😘
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.
# ⭐️ Highlights
- **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.
- **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.
# 📊 Benchmarks
TBD
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<img src="https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/kVHWz7yEY3UJlcRD2nwf2.png" style="width: 65%">
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# 📰 News
- 2024-03-16: The Yi-9B-200K is open-sourced and available to the public.
- 2024-03-08: Yi Tech Report is published!
- 2024-03-07: The long text capability of the Yi-34B-200K has been enhanced.
For complete news history, see [News](xx.md).
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