mlco2/ecologits

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🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.

Stars: 332
Forks: 33
Open beginner issues: 0
Indexed issues: 14
Avg merge: 1m
Merged PRs (30d): 2

Dominant language: Python
License: MPL-2.0
Last GitHub push: Jul 9, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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13 open issues indexed

mistral-large-2512 uses Mistral Large 2's architecture (123B dense) instead of Mistral Large 3's (675B MoE, 41B active) Open

feature request

Difficulty 1/5 Under an hour Newbie friendliness 88/100

mlco2/ecologits#258 · Opened Sep 16, 2026
Missing data for latest anthropic models Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

mlco2/ecologits#255 · 1 reaction · Opened Aug 31, 2026
GPU energy regression coefficients (GPU_ENERGY_ALPHA/BETA/GAMMA, BATCH_SIZE): traceable source and year at the constant level? Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 35/100

mlco2/ecologits#254 · Opened Aug 31, 2026
Add one-time use context manager to track impacts without provider patching Open

feature request

Difficulty 4/5 3-5 days Newbie friendliness 45/100

mlco2/ecologits#243 · 1 reaction · Opened Jul 3, 2026
Multimodal Generation Emissions Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 20/100

mlco2/ecologits#242 · 1 reaction · Opened Jun 18, 2026
Add KV-cache contribution to total emissions Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlco2/ecologits#201 · 2 comments · Opened Feb 16, 2026
Create a new module for manual impact estimations Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 35/100

mlco2/ecologits#188 · 3 comments · 3 reactions · Opened Oct 3, 2025
Support for input tokens Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlco2/ecologits#183 · 1 comment · 6 reactions · Opened Sep 23, 2025
Support embedding model environmental cost Open

feature request

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mlco2/ecologits#169 · 3 comments · Opened Jul 28, 2025
Add more output options for ecologits results Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlco2/ecologits#118 · 8 comments · Opened Feb 21, 2025
Better handling the case when a new user gets an error Open

feature request

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mlco2/ecologits#100 · 4 comments · Opened Dec 5, 2024
Adding the possibility to load a configuration instead of init parameters Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlco2/ecologits#98 · 6 comments · 2 reactions · Opened Nov 29, 2024
Enhance model repository Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mlco2/ecologits#58 · 3 comments · Opened Jul 4, 2024

mlco2/ecologits

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