· ai
From Theory to Practice: Demystifying the Key-Value Cache in Modern LLMs
Introduction — What is Key‑Value Cache and Why We Need It? !KV Cache illustrationhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgra...
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- · ai
[Paper] Automated Dynamic AI Inference Scaling on HPC-Infrastructure: Integrating Kubernetes, Slurm and vLLM
Due to rising demands for Artificial Inteligence (AI) inference, especially in higher education, novel solutions utilising existing infrastructure are emerging....
- · devops
[Paper] A Dynamic PD-Disaggregation Architecture for Maximizing Goodput in LLM Inference Serving
To meet strict Service-Level Objectives (SLOs),contemporary Large Language Models (LLMs) decouple the prefill and decoding stages and place them on separate GPU...