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@@ -33,7 +33,7 @@ Ring-lite is a fully open-source MoE LLM provided by InclusionAI, which has 16.8
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  ## Evaluation
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- In order to fully evaluate the model's reasoning performance, we examined Ring-lite on several reasoning benchmarks, including MATH-500, AIME-24, AIME-24, Livecodebench, Codeforces and GPQA.
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  <p align="center">
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  <img src="https://huggingface.co/inclusionAI/Ring-lite/resolve/main/performance.png" width="1000"/>
 
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  ## Evaluation
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+ For a comprehensive evaluation of the quality of our reasoning models, we implemented automatic benchmarks to assess their performance, including math, code and science.
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  <p align="center">
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  <img src="https://huggingface.co/inclusionAI/Ring-lite/resolve/main/performance.png" width="1000"/>