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Search results for machine learning sustainability
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12 search results found
Kepler
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864
Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics
Eco2ai
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163
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
Sustainbench
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58
Leaderboard
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29
How much energy do LLMs consume?
Btp Ai Sustainability Bootcamp
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28
This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.
Awesome Green Ai
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24
A curated list of awesome Green AI resources and tools to reduce the environmental impacts of using and deploying AI.
Osdg Tool
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21
OSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.
Osdg Data
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20
The OSDG Community Dataset (OSDG-CD) is a public dataset of thousands of text excerpts, validated by OSDG Community Platform (OSDG-CP) citizen scientists with respect to the Sustainable Development Goals (SDGs). The dataset is updated every quarter and published on Zenodo.
Gemello
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17
Eco4cast
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15
eco4cast library aims to reduce carbon footprint of machine learning models with predictive cloud computing scheduling
Kepler Model Server
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15
Model Server for Kepler
Clever
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5
Container Level Energy-efficient VPA Recommender
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