Benefits
Benefits
Smaller, Faster, Cheaper, Greener AI
Model complexity leads to slower inference time, higher computational resources, higher carbon emissions. Optimize with Pruna—saving on all fronts while making a difference.
Smaller, Faster, Cheaper, Greener AI
Model complexity leads to slower inference time, higher computational resources, higher carbon emissions. Optimize with Pruna—saving on all fronts while making a difference.
Smaller, Faster, Cheaper,
Greener AI
Model complexity leads to slower inference time, higher computational resources, higher carbon emissions. Optimize with Pruna.
Compact Models, Big Impact
Model size directly impacts deployability. Large models with excessive parameters require significant memory and computational resources. By employing Pruna’s compression techniques, you can reduce model size without affecting its ability to perform complex tasks.
Compact Models, Big Impact
Model size directly impacts deployability. Large models with excessive parameters require significant memory and computational resources. By employing Pruna’s compression techniques, you can reduce model size without affecting its ability to perform complex tasks.
Compact Models, Big Impact
Model size directly impacts deployability. Large models with excessive parameters require significant memory and computational resources. By employing Pruna’s compression techniques, you can reduce model size without affecting its ability to perform complex tasks.
1/3
Smaller
1/3
Smaller
Accelerated Inference for Real-Time Apps
Speed is essential in today’s AI-driven landscape, particularly for real-time applications like autonomous systems, recommendation engines, and edge computing. Pruna’s compressed models not only take up less space but also execute faster, reducing inference time dramatically.
Accelerated Inference for Real-Time Apps
Speed is essential in today’s AI-driven landscape, particularly for real-time applications like autonomous systems, recommendation engines, and edge computing. Pruna’s compressed models not only take up less space but also execute faster, reducing inference time dramatically.
Accelerated Inference for Real-Time Apps
Speed is essential in today’s AI-driven landscape, particularly for real-time applications like autonomous systems, recommendation engines, and edge computing. Pruna’s compressed models not only take up less space but also execute faster, reducing inference time dramatically.
4x
Faster
4x
Faster
Flux Schnell 3x Faster, 3x Cheaper? Mission Accomplished for Each AI with Pruna.
Lower Your Compute Costs, Scale More Efficiently
With machine learning models growing in size and complexity, the associated cloud compute and hardware costs are escalating. Pruna reduces computational overhead in two key ways: first, by making the model faster, you use the hardware for less time, reducing renting costs. Second, when the model is small enough, it fits into a smaller, less expensive instance—both while maintaining performance.
Lower Your Compute Costs, Scale More Efficiently
With machine learning models growing in size and complexity, the associated cloud compute and hardware costs are escalating. Pruna reduces computational overhead in two key ways: first, by making the model faster, you use the hardware for less time, reducing renting costs. Second, when the model is small enough, it fits into a smaller, less expensive instance—both while maintaining performance.
Lower Your Compute Costs, Scale More Efficiently
With machine learning models growing in size and complexity, the associated cloud compute and hardware costs are escalating. Pruna reduces computational overhead in two key ways: first, by making the model faster, you use the hardware for less time, reducing renting costs. Second, when the model is small enough, it fits into a smaller, less expensive instance—both while maintaining performance.
1/3
Cheaper
1/3
Cheaper
Sustainability Through Efficiency
AI models consume significant energy, especially when deployed at scale. Pruna doesn’t just make models smaller and faster—it also makes them greener. By reducing the computational power and energy required to run models, you reduce your carbon footprint. Additionally, with less strain on the hardware, it lasts longer, reducing the need for frequent replacements.
Sustainability Through Efficiency
AI models consume significant energy, especially when deployed at scale. Pruna doesn’t just make models smaller and faster—it also makes them greener. By reducing the computational power and energy required to run models, you reduce your carbon footprint. Additionally, with less strain on the hardware, it lasts longer, reducing the need for frequent replacements.
Sustainability Through Efficiency
AI models consume significant energy, especially when deployed at scale. Pruna doesn’t just make models smaller and faster—it also makes them greener. By reducing the computational power and energy required to run models, you reduce your carbon footprint. Additionally, with less strain on the hardware, it lasts longer, reducing the need for frequent replacements.
3x
Greener
3x
Greener
Example on a Stable Diffusion image generation model, full evaluation & model available on Hugging Face
They Work with Us
They Work with Us
They Work with Us
Why Pruna AI?
Why Pruna AI?
Our optimization engine stands apart because it is grounded in decades of research and built with flexibility and scalability in mind.
Flexible approach
Adaptable to your needs, our solution works with any method combination.
Universal Compatibility
Seamlessly integrates into any ML pipeline, supporting all major compression methods.
Hardware Agnostic
Stable and versatile, it’s compatible with any hardware.
Proven Expertise
Built by efficiency experts with 30+ years’ experience and 270+ published papers.
Flexible approach
Adaptable to your needs, our solution works with any method combination.
Universal Compatibility
Seamlessly integrates into any ML pipeline, supporting all major compression methods.
Hardware Agnostic
Stable and versatile, it’s compatible with any hardware.
Proven Expertise
Built by efficiency experts with 30+ years’ experience and 270+ published papers.
Flexible approach
Adaptable to your needs, our solution works with any method combination.
Universal Compatibility
Seamlessly integrates into any ML pipeline, supporting all major compression methods.
Hardware Agnostic
Stable and versatile, it’s compatible with any hardware.
Proven Expertise
Built by efficiency experts with 30+ years’ experience and 270+ published papers.
Speed Up Your Models With Pruna
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna.
Speed Up Your Models With Pruna
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna.
Speed Up Your Models With Pruna
Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna.
© 2024 Pruna AI - Built with Pretzels & Croissants 🥨 🥐
© 2024 Pruna AI - Built with Pretzels & Croissants 🥨 🥐
© 2024 Pruna AI - Built with Pretzels & Croissants
