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README.md
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| gpt-4o-mini | 52.21 | [link](gpt-4o-mini-0-shot_semgrep_1.85.0_20240820_201236.log)|
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| gpt-4o-mini + 3-shot prompt | 53.10 | [link](gpt-4o-mini-3-shot_semgrep_1.85.0_20240820_213814.log)|
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| gpt-4o-mini + rag (embedding & reranking) | 58.41 | [link](gpt-4o-mini-3-shot-sim_semgrep_1.85.0_20240821_023541.log) |
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| gpt-4o-mini + fine-tuned with [synth-vuln-fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes) | | [link]() |
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| Model | Score | Logs |
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| gpt-4o | 53.10 | [link](gpt-4o-0-shot_semgrep_1.85.0_20240820_210136.log)|
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| gpt-4o + 3-shot prompt | 53.98 | [link](gpt-4o-3-shot_semgrep_1.85.0_20240820_215534.log)|
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| gpt-4o + rag (embedding & reranking) | 56.64 | [link](gpt-4o-3-shot-sim_semgrep_1.85.0_20240821_025455.log) |
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| gpt-4o + fine-tuned with [synth-vuln-fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes) | | [link]() |
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# Static Analysis Eval Benchmark
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| gpt-4o-mini | 52.21 | [link](gpt-4o-mini-0-shot_semgrep_1.85.0_20240820_201236.log)|
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| gpt-4o-mini + 3-shot prompt | 53.10 | [link](gpt-4o-mini-3-shot_semgrep_1.85.0_20240820_213814.log)|
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| gpt-4o-mini + rag (embedding & reranking) | 58.41 | [link](gpt-4o-mini-3-shot-sim_semgrep_1.85.0_20240821_023541.log) |
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| gpt-4o-mini + fine-tuned with [synth-vuln-fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes) | 53.98 | [link](ft_gpt-4o-mini-2024-07-18_patched_patched_9yhVV00P-0-shot_semgrep_1.85.0_20240821_082958.log) |
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| Model | Score | Logs |
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| gpt-4o | 53.10 | [link](gpt-4o-0-shot_semgrep_1.85.0_20240820_210136.log)|
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| gpt-4o + 3-shot prompt | 53.98 | [link](gpt-4o-3-shot_semgrep_1.85.0_20240820_215534.log)|
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| gpt-4o + rag (embedding & reranking) | 56.64 | [link](gpt-4o-3-shot-sim_semgrep_1.85.0_20240821_025455.log) |
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| gpt-4o + fine-tuned with [synth-vuln-fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes) | 61.06 | [link](ft_gpt-4o-2024-08-06_patched_patched_9yhZp9nn-0-shot_semgrep_1.85.0_20240821_084452.log) |
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# Static Analysis Eval Benchmark
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