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--- |
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title: "Code Defect Detection v1" |
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tags: |
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- code-defect-detection |
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- c |
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library_name: "transformers" |
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datasets: |
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- semeru/code-code-DefectDetection |
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--- |
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# Code Defect Detection v1 |
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Code Defect Detection for C language |
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### Model Sources |
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- **Repository:** [mrm8488/codebert2codebert-finetuned-code-defect-detection](https://huggingface.co/mrm8488/codebert2codebert-finetuned-code-defect-detection) |
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### Dataset |
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- **Repository:** [semeru/code-code-DefectDetection](https://huggingface.co/datasets/semeru/code-code-DefectDetection) |
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### Model Evaluation Results |
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- Evaluation Loss (eval_loss): 0.7605 |
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- Accuracy (eval_accuracy): 66.76% |
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- Precision (eval_precision): 65.64% |
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- Recall (eval_recall): 58.01% |
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- F1 Score (eval_f1): 61.59% |
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- AUC (eval_auc): 73.52% |
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### Evaluation Runtime |
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- Model Preparation Time (eval_model_preparation_time): 0.0032 seconds |
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- Evaluation Runtime (eval_runtime): 83.17 seconds |
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- Samples per Second (eval_samples_per_second): 32.85 |
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- Steps per Second (eval_steps_per_second): 4.11 |
