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Aditya Nikam

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#small language model Open access Sep 2026

Benchmarking Open-source Security-Tuned Language Models on Consumer Hardware

Security-tuned large language models (LLMs) are increasingly available as open-weight models for cybersecurity tasks. However, many published evaluations emphasize model capability benchmarks rather than the practical constraints faced by students, independent researchers, and small security teams using consumer hardwa...

Aditya Nikam · 0 citations
#small language model Open access Sep 2026

Benchmarking Open-source Security-Tuned Language Models on Consumer Hardware

Security-tuned large language models (LLMs) are increasingly available as open-weight models for cybersecurity tasks. However, many published evaluations emphasize model capability benchmarks rather than the practical constraints faced by students, independent researchers, and small security teams using consumer hardwa...

Aditya Nikam · 0 citations

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