🌱 EcoLogits tracks the energy consumption and environmental impacts of using generative AI models through APIs.
Read the full documentation on ecologits.ai.
EcoLogits is part of the CodeCarbon non-profit, chat with us on Discord.
⚙️ Installation
pip install ecologits
For integration with a specific provider, use pip install ecologits[openai]. We are currently supporting the following providers: anthropic, cohere, google-genai, huggingface-hub, mistralai and openai. See the full list of providers.
🚀 Usage
from ecologits import EcoLogits
from openai import OpenAI
# Initialize EcoLogits
EcoLogits.init(providers=["openai"])
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 inference
print(f"Energy consumption: {response.impacts.energy.value.mean} kWh")
print(f"GHG emissions: {response.impacts.gwp.value.mean} kgCO2eq")
See package documentation on EcoLogits
💚 Sponsors
💪 Contributing
To get started with setting up a development environment and making a contribution to EcoLogits, see Contributing to EcoLogits.
⚖️ License
This project is licensed under the terms of the Mozilla Public License Version 2.0 (MPL-2.0).
1 maintainer
Release files for ecologits 0.11.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ecologits-0.11.1.tar.gz | 1.1 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ecologits-0.11.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.1 MB
Release files / ecologits-0.11.1.tar.gz
| Download URL | ecologits-0.11.1.tar.gz |
|---|---|
| Size | 1.1 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / ecologits-0.11.1-py3-none-any.whl
| Download URL | ecologits-0.11.1-py3-none-any.whl |
|---|---|
| Size | 57.1 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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