LLM serving frameworks

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Breaking the Ice: Analyzing Cold Start Latency in vLLM

馃寪Distributed LLM SystemsContent type: Academic
arxiv.orgHacker News

vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models

馃搳AI Performance ProfilingContent type: Academic
arxiv.org
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Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

馃搳AI Performance ProfilingContent type: Academic
arxiv.org

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

馃敡Systems-level optimizations for LLM servingContent type: Academic
arxiv.org

Clairvoyant: Predictive SJF Scheduling to Mitigate Head-of-Line Blocking in Serial LLM Backends

馃敡Systems-level optimizations for LLM servingContent type: Academic
arxiv.org

Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

馃寪Distributed LLM SystemsContent type: Academic
arxiv.org

Can Open-Source LLM Agents Replace Static Application Security Testing Tools? An Empirical Assessment

馃Agents using LLMsContent type: Academic
arxiv.org

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

馃敡Systems-level optimizations for LLM servingContent type: Academic
arxiv.org

Signed Compression Progress on a Sealed Audit is Goodhart-Resistant

馃敡Systems-level optimizations for LLM servingContent type: Academic
arxiv.org

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