Tag: performance metrics
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The Register: Benchmarks show even an old Nvidia RTX 3090 is enough to serve LLMs to thousands
Source URL: https://www.theregister.com/2024/08/23/3090_ai_benchmark/ Source: The Register Title: Benchmarks show even an old Nvidia RTX 3090 is enough to serve LLMs to thousands Feedly Summary: For 100 concurrent users, the card delivered 12.88 tokens per second—just slightly faster than average human reading speed If you want to scale a large language model (LLM) to a few…
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Hacker News: GPU utilization can be a misleading metric
Source URL: https://trainy.ai/blog/gpu-utilization-misleading Source: Hacker News Title: GPU utilization can be a misleading metric Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the importance of understanding GPU performance metrics, particularly GPU Utilization and MFUs (Model FLOPS), in the context of LLM training. It emphasizes the limitations of solely relying on GPU…