Under light, single-request loads, an older Nvidia T4 GPU can beat a newer RTX 6000 Ada on energy and total carbon for small LLaMA models, but mainly in low-carbon electricity regions.
LLMCarbon: Modeling the end-to-end carbon footprint of large language models
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Towards Sustainable Large Language Model Serving
Under light, single-request loads, an older Nvidia T4 GPU can beat a newer RTX 6000 Ada on energy and total carbon for small LLaMA models, but mainly in low-carbon electricity regions.