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Muhammet Furkan Coşkun

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Conference Jul 2026

LLM Inference Performance Optimization in Limited-Resource Environments

With the widespread adoption of LLM-based chatbots, cloud-dependent solutions have come to dominate the market. However, open-source pre-trained LLMs are enabling implementation of local solutions. Achieving competitive performance locally requires the ability to run high-parameter models. Here, the primary bottleneck...

E. Yilmaz, Muhammet Furkan Coşkun, M. Aydoğdu et al. · Signal Processing and Commun... · 0 citations