Local models for real-time triage

· Onur Solmaz · June 24, 2026, 3:41 a.m.
Summary
This blog post discusses the implementation of local models for zero-shot classification in real-time triage systems, highlighting an open source tool called reposhell that enhances the classification process by securely accessing and evaluating code from an open-source repository. The author shares insights from personal experience, emphasizing the advantages of using larger models for better performance and the importance of building independent solutions with local hardware.
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