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update readme with benchmark result
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README.md
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@@ -77,6 +77,16 @@ This is a fine-tuned model of Llama-3.1-8B-Instruct for mathematical tasks on Op
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## Evaluation Results
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Here is an overview of the evaluation results and findings:
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### Catastrophic Forgetting on OpenMath
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The following plot illustrates and compares catastrophic forgetting mitigation during training
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### Benchmark Results Table
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The table below summarizes evaluation results across mathematical tasks and original capabilities.
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| **Model** | **MH** | **M** | **G8K** | **M-Avg** | **ARC** | **GPQA** | **MLU** | **MLUP** | **O-Avg** | **Overall** |
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|-------------------|--------|--------|---------|-----------|---------|----------|---------|----------|-----------|-------------|
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| Llama3.1-8B-Inst | 23.7 | 50.9 | 85.6 | 52.1 | 83.4 | 29.9 | 72.4 | 46.7 | 60.5 | 56.3 |
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| **Control LLM*** | 36.0 | 61.7 | **89.7**| 62.5 | 82.5 | 30.8 | **71.6**| 45.4 | **57.6** | **60.0** |
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---
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### Explanation:
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- **MH**: MathHard
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## Evaluation Results
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Here is an overview of the evaluation results and findings:
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### Benchmark Results Table
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The table below summarizes evaluation results across mathematical tasks and original capabilities.
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| **Model** | **MH** | **M** | **G8K** | **M-Avg** | **ARC** | **GPQA** | **MLU** | **MLUP** | **O-Avg** | **Overall** |
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|-------------------|--------|--------|---------|-----------|---------|----------|---------|----------|-----------|-------------|
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| Llama3.1-8B-Inst | 23.7 | 50.9 | 85.6 | 52.1 | 83.4 | 29.9 | 72.4 | 46.7 | 60.5 | 56.3 |
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| **Control LLM*** | 36.0 | 61.7 | **89.7**| 62.5 | 82.5 | 30.8 | **71.6**| 45.4 | **57.6** | **60.0** |
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---
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### Catastrophic Forgetting on OpenMath
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The following plot illustrates and compares catastrophic forgetting mitigation during training
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### Explanation:
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- **MH**: MathHard
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