saef

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guillermollopis / soma-ai-emission-factors

SOMA AI Emission Factors (SAEF). Open CC BY 4.0 carbon and water factors for AI inference, per million tokens, by model class and cloud region. Companion to arXiv 2606.10660, under peer review.

sustainability ai climate inference open-data dataset carbon-footprint esg water-footprint llm csrd ghg-protocol ai-energy scope-3 emission-factors saef

Updated Oct 29, 2026
Python

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