About Pruna AI

For AI Leaders

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

Siloed Teams

Teams operate independently, using different models, frameworks, and workflows.

Lack of coordination leads to overly complex infrastructure.
Teams unknowingly overlap, solving the same problems without sharing resources.
Duplicative work wastes valuable time, compute power, and energy.

Teams operate independently, using different models, frameworks, and workflows.

Lack of coordination leads to overly complex infrastructure.
Teams unknowingly overlap, solving the same problems without sharing resources.
Duplicative work wastes valuable time, compute power, and energy.

Repeated Efforts

Implementing a single compression method can take up to 3 months for a team.

The process repeats for every new model or use case.
Adding new methods requires building benchmarks from scratch each time.
Over time, this creates technical debt and overloads infrastructure.
It impacts business value as AI product success relies on model performance.

Implementing a single compression method can take up to 3 months for a team.

The process repeats for every new model or use case.
Adding new methods requires building benchmarks from scratch each time.
Over time, this creates technical debt and overloads infrastructure.
It impacts business value as AI product success relies on model performance.

Standardization, Automation and Evaluation

ML Ops Teams need reliable and optimized AI to ensure stable production environments.
ML Engineering Teams require standardized, automated pipelines to efficiently build and deploy new models.
Data Science Teams depend on continuous evaluation to monitor and maintain AI performance over time.

The Solutions

The Unified Optimization Layer You Need

Access multiple compression methods through a single Python package.

Automate optimization with 'AutoML,' recommending the best methods for your setup.
Adjust hyperparameters to fine-tune your optimization settings.
Systematize metrics evaluation with the "Eval" function.
Skip complex implementations—from dev to prod in <4 weeks.

Loved by AI Infrastructure Core Team

Compatible with any serving platform or inference server.
Compatible with any hardware provider & chipset.
Compatible with Docker for cloud & on-prem deployment.
Compatible with Open Inference Protocol
Compatible with multi-GPU distribution.

What They Say About Us

"Pruna AI expertly solves a major issue for businesses leveraging generative AI: cutting GPU costs without sacrificing quality. The team at Pruna AI is really hands-on, taking the time to understand our needs and providing efficient, working solutions for us and others in the process."
Hervé Nivon, Cofounder & CTO @ Scenario

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