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@@ -49,7 +49,7 @@ The integration of foundation and fine-tuned models into AI systems requires add
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  ### Evaluation Results:
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  **Benchmark Score <br>
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- | Model | Math 500 | Length | AIME | Length | AMC | Length | Minerva |Length | Olympiad |Length | Total Avg |
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  |------------------|----------|------------|--------------------|------------------|--------------------|------------------|--------------------|------------------|--------------------|------------------|-----------------|
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  | Deepseek-R1-7B | 93.60 | 3999 | 55.40 | 13241 | 82.90 | 7461 | 49.79 | 5199 | 58.21 | 8837 | 7747 |
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  | **DLER-R1-7B** | **94.21 (+0.61%)** | **1634 (-60%)** | **55.62 (+0.22%)** | **3230 (-76%)** | **84.41 (+1.51%)** | **2512 (-0.67%)** | **53.88 (+4.09%)** | **2058 (-61%)** | **60.48 (+2.27%)** | **2592 (-71%)** | **2405 (-69%)** |
 
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  ### Evaluation Results:
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  **Benchmark Score <br>
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+ | Model | MATH | Length | AIME | Length | AMC | Length | Minerva |Length | Olympiad |Length | Total Avg |
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  |------------------|----------|------------|--------------------|------------------|--------------------|------------------|--------------------|------------------|--------------------|------------------|-----------------|
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  | Deepseek-R1-7B | 93.60 | 3999 | 55.40 | 13241 | 82.90 | 7461 | 49.79 | 5199 | 58.21 | 8837 | 7747 |
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  | **DLER-R1-7B** | **94.21 (+0.61%)** | **1634 (-60%)** | **55.62 (+0.22%)** | **3230 (-76%)** | **84.41 (+1.51%)** | **2512 (-0.67%)** | **53.88 (+4.09%)** | **2058 (-61%)** | **60.48 (+2.27%)** | **2592 (-71%)** | **2405 (-69%)** |