Apply for a GPU community grant: Personal project
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by martynattakit - opened
CodeSentinel is an open-source vulnerability classification tool that combines a fine-tuned RoBERTa-base (Macro F1: 0.850 on MITRE CWE Top 25) with Qwen2.5-Coder 7B QLoRA for code snippet analysis. The tool classifies code and CVE descriptions into CWE categories and detects MITRE ATLAS AI/ML attack patterns. GPU is required for bitsandbytes 4-bit inference of the Qwen 7B model. This is a personal portfolio/research project, fully open source.