An evidence-grounded hybrid of 4B and 8B open-weight models reaches 35.30% on malware-report QA, slightly beating the best ungrounded frontier model (34.77%) while trailing a frontier model given the same evidence (38.22%).
Journal of Universal Computer Science30(9), 1163–1183 (2024)
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Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis
An evidence-grounded hybrid of 4B and 8B open-weight models reaches 35.30% on malware-report QA, slightly beating the best ungrounded frontier model (34.77%) while trailing a frontier model given the same evidence (38.22%).