add results table
Browse files
README.md
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@@ -33,6 +33,21 @@ NuminaMath 72B CoT is the model from Stage 1 and was fine-tuned on [AI-MO/Numina
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- **License:** Tongyi Qianwen
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- **Finetuned from model:** [Qwen/Qwen2-72B](https://huggingface.co/Qwen/Qwen2-72B)
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### Model Sources
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<!-- Provide the basic links for the model. -->
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- **License:** Tongyi Qianwen
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- **Finetuned from model:** [Qwen/Qwen2-72B](https://huggingface.co/Qwen/Qwen2-72B)
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## Model performance
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| | | NuminaMath-72B-CoT | NuminaMath-72B-TIR | Qwen2-72B-Instruct | Llama3-70B-Instruct | Claude-3.5-Sonnet | GPT-4o-0513 |
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| --- | --- | :---: | :---: | :---: | :---: | :---: | :---: |
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| **GSM8k** | 0-shot | 91.4% | 91.5% | 91.1% | 93.0% | **96.4%** | 95.8% |
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| Grade school math |
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| **MATH** | 0-shot | 68.0% | 75.8% | 59.7% | 50.4% | 71.1% | **76.6%** |
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| Math problem-solving |
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| **AMC 2023** | 0-shot | 21/40 | **24/40** | 19/40 | 13/40 | 17/40 | 20/40 |
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| Competition-level math | maj@64 | 24/40 | **34/40** | 21/40 | 13/40 | - | - |
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| **AIME 2024** | 0-shot | 1/30 | **5/30** | 3/30 | 0/30 | 2/30 | 2/30 |
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| Competition-level math | maj@64 | 3/30 | **12/30** | 4/30 | 2/30 | - | - |
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*Table: Comparison of various open weight and proprietary language models on different math benchmarks. All scores except those for NuminaMath-72B-TIR are reported without tool-integrated reasoning.*
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### Model Sources
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<!-- Provide the basic links for the model. -->
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