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🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.
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genai-impact/ecologits
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🌱EcoLogits tracks the energy consumption and environmental impacts of using generative AI models through APIs.
EcoLogits was created and is actively maintained by theGenAI Impact non-profit.
Read the fulldocumentation onecologits.ai.
pip install ecologits
For integration with a specific provider, usepip install ecologits[openai]. We are currently supporting the following providers:anthropic,cohere,google-generativeai,huggingface-hub,mistralai andopenai. See the fulllist of providers.
fromecologitsimportEcoLogitsfromopenaiimportOpenAI# Initialize EcoLogitsEcoLogits.init()client=OpenAI(api_key="<OPENAI_API_KEY>")response=client.chat.completions.create(model="gpt-4o-mini",messages=[ {"role":"user","content":"Tell me a funny joke!"} ])# Get estimated environmental impacts of the inferenceprint(f"Energy consumption:{response.impacts.energy.value} kWh")print(f"GHG emissions:{response.impacts.gwp.value} kgCO2eq")
See package documentation onEcoLogits
To get started with setting up a development environment and making a contribution to EcoLogits, seeContributing to EcoLogits.
This project is licensed under the terms of theMozilla Public License Version 2.0 (MPL-2.0).
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🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.