For Sustainability Officers
Sustainable AI: A Smarter Path to a Cleaner ML
Sustainability is no longer optional—it's a regulatory necessity. Pruna AI provides a straightforward solution to make AI greener without sacrificing performance, helping businesses reduce their carbon footprint.
Sustainable AI: A Smarter Path to a Cleaner ML
Sustainability is no longer optional—it's a regulatory necessity. Pruna AI provides a straightforward solution to make AI greener without sacrificing performance, helping businesses reduce their carbon footprint.
Sustainable AI: A Smarter Path to a Cleaner ML
Sustainability is no longer optional—it's a regulatory necessity. Pruna AI provides a straightforward solution to make AI greener without sacrificing performance, helping businesses reduce their carbon footprint.
Pruna AI for Everyone
Available on Hugging Face, on AWS Marketplace and pip-install.
ML Engineers
Install Pruna AI for free to optimize custom models.
AI Leaders
AI natives companies trust Pruna AI to empower their teams.
Sustainability Officers
Reduce AI-related carbon emissions.
Pruna AI for Everyone
Available on Hugging Face, on AWS Marketplace and pip-install.
ML Engineers
Install Pruna AI for free to optimize custom models.
AI Leaders
AI natives companies trust Pruna AI to empower their teams.
Sustainability Officers
Reduce AI-related carbon emissions.
Pruna AI for Everyone
Available on Hugging Face, on AWS Marketplace and pip-install.
ML Engineers
Install Pruna AI for free to optimize custom models.
AI Leaders
AI natives companies trust Pruna AI to empower their teams.
Sustainability Officers
Reduce AI-related carbon emissions.
The Challenges
AI’s Energy Appetite: What It Means for the Planet
AI’s Energy Appetite: What It Means for the Planet
Electricity consumption dedicated to AI is expected to x13 by 2035 (source: Schneider Electric).
If everyone in Germany generated five pages daily with ChatGPT, it would consume energy equivalent to two nuclear plants.
Models trained in fossil fuel-dependent regions can emit up to 30x more carbon than those in areas powered by renewables.
Organizations Can't Ignore Sustainability in AI
Organizations Can't Ignore Sustainability in AI
In France, the REEN Law requires cities with over 50,000 residents to publish their digital sustainability strategies, including AI initiatives, by January 1, 2025.
In Europe, the CSRD mandates around 50,000 companies to disclose their environmental footprints, including AI emissions, starting in 2026.
The Solution
91% Carbon Emissions Reduction? We Already Did It!
91% Carbon Emissions Reduction? We Already Did It!
By making models smaller.
Smaller instances run on smaller hardware and consume less energy.
By making models faster.
Faster models decrease machine usage and uptime, directly lowering energy consumption and carbon emissions.
By optimizing the processing workload.
Faster models handle more tasks on the same compute, delaying the need to upscale or spawn additional instances, reducing energy use and emissions.
By making models smaller.
Smaller instances run on smaller hardware and consume less energy.
By making models faster.
Faster models decrease machine usage and uptime, directly lowering energy consumption and carbon emissions.
By optimizing the processing workload.
Faster models handle more tasks on the same compute, delaying the need to upscale or spawn additional instances, reducing energy use and emissions.
We Detect Hardware and Evaluate Energy Use
We Detect Hardware and Evaluate Energy Use
GPU Power value is read directly from NVIDIA & AMD chips.
Emission calculations depend on the GPU’s location and region-specific conversion rates.
Metrics are consolidated in a local .csv file.
GPU Power value is read directly from NVIDIA & AMD chips.
Emission calculations depend on the GPU’s location and region-specific conversion rates.
Metrics are consolidated in a local .csv file.
What They Say About Us
What They Say About Us
“The work Pruna AI is doing to reduce emissions through machine learning model optimization could have a big impact! Reducing GHG emissions from the AI sector is something that deserves far more attention.”
Leah Goldfarb, ESG Leader | ex-IPCC, ex-Platform.sh
"The work Pruna AI is doing to reduce emissions through machine learning model optimization could have a big impact! Reducing GHG emissions from the AI sector is something that deserves far more attention."
Leah Goldfarb, ESG Leader | ex-IPCC, ex-Platform.sh
Speed Up Your Models With Pruna AI.
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna AI.
pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
Copied
Speed Up Your Models With Pruna AI.
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna AI.
pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
Copied
Speed Up Your Models With Pruna AI
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna AI.
pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
Copied
The AI Optimization Engine
© 2024 Pruna AI - Built with Pretzels & Croissants 🥨 🥐
The AI Optimization Engine
© 2024 Pruna AI - Built with Pretzels & Croissants
The AI Optimization Engine
© 2024 Pruna AI - Built with Pretzels & Croissants 🥨 🥐