Pruna AI
Click to visit website
About
Pruna AI is an AI optimization engine designed to make AI models faster, cheaper, and more sustainable. It uses techniques like pruning, quantization, compilation, and caching to optimize model execution, significantly improving performance. Pruna offers a free plan with 100 hours of monthly runtime and enterprise plans with additional hours and support. The tool is easy to install via pip and integrates seamlessly into existing workflows.
Platform
Task
Features
• user-friendly interface
• performance evaluation
• scalable inference
• model compression
• automated model optimization
• saas cloud platform
• integration with various backends (triton, c, etc.)
FAQs
How does Pruna make models more efficient?
Pruna makes models more efficient by using techniques like pruning, quantization, compilation, and caching to optimize the model's execution kernel and graph.
How big are the improvements?
Improvements vary depending on the model and the techniques used, but Pruna claims speed increases of up to 480% in some cases.
Does the model run on my side or Pruna's side?
The model runs on your side, using Pruna's optimization engine to improve performance.
Does the model quality change?
Pruna aims to maintain model quality while improving efficiency; however, minor changes may occur.
Can I use Pruna for free?
Yes, Pruna offers a free plan with 100 hours of monthly runtime.
How much does it cost?
The free plan offers 100 hours of runtime per month; enterprise plans provide additional hours and support.
Is this for training or for inference?
Pruna is designed for inference optimization, not training.
What do you need to smash my AI model?
To optimize a model with Pruna, you need to install it using pip, provide your email, and it will automatically provide a token for your machine.
Are there any risks?
Pruna uses established optimization techniques; risks are minimal, but it's always recommended to test thoroughly.
Pricing Plans
Enterprise
USD1000.00 / per month• Unlimited runtime hours
• Customized Optimization
• Customer Onboarding
• Advisory on Optimization Strategy
• Dedicated Support
• Slack channel and Support portal
• Guaranteed Response Time
• SLAs
Job Opportunities
MLOps Engineer
Pruna AI optimizes AI models for faster, cheaper, and more sustainable inference. Free and enterprise plans available.
Benefits:
Competitive salary and benefits
Stimulating and inclusive workplace
Remote and local Hubs
Frontier work in AI
Education Requirements:
B.Sc. in computer science or related fields
Completed coursework on machine learning and/or deep learning
Experience Requirements:
Good understanding of machine learning algorithms and techniques
Proficiency in programming languages commonly used in MLOps (e.g., Python, C++, Java)
Experience with infrastructure as code (IaC) tools such as Terraform or CloudFormation
Expertise in cloud computing platforms
Experience with containerisation technologies
Other Requirements:
Good communication and collaboration skills
Experience in working within an agile development environment
Strong sense of project ownership and personal responsibility
Passionate about making AI accessible to everyone
Responsibilities:
Development of Pruna’s SaaS Platform
Management of R&D Cluster
Collaboration with various teams
Show more details
Working Student / Master Thesis / Internship
Pruna AI optimizes AI models for faster, cheaper, and more sustainable inference. Free and enterprise plans available.
Benefits:
Competitive salary and benefits
Stimulating and inclusive workplace
Remote and local Hubs
Frontier work in AI
Education Requirements:
A completed B.Sc. in computer science or related fields
Completed coursework on machine learning and/or deep learning
Experience Requirements:
Foundational knowledge in machine learning algorithms
Experience with the PyTorch deep learning framework
Experience with the Python programming language
Ability to read, understand, reimplement and critique research publications
Other Requirements:
Strong communication skills
Creative, collaborative, and innovation-focused
Strong sense of project ownership and personal responsibility
Passionate about making AI accessible to everyone
Responsibilities:
Compression research and integration
Collaboration with ML Research Engineers and MLOps Engineers
Show more details
Average Rating: 0.0
Average Rating: 0.0
5 Stars:
0 Ratings
4 Stars:
0 Ratings
3 Stars:
0 Ratings
2 Stars:
0 Ratings
1 Star:
0 Ratings
User Ratings
No ratings available.
Sign In to Rate this Tool
Alternatives
Feedback Intelligence
Product analytics platform for LLMs. Centralizes data, provides deep insights, and enables quick optimizations for improved performance and faster development.
View Details
Icepack
Icepack offers cloud-based AI-powered optimization services via RESTful APIs, focusing on ease of use and scalability for businesses of all sizes.
View Details
ProductionPerfect
ProductionPerfect is a machine learning software that uses expert knowledge to provide precise recommendations for optimizing complex industrial production processes.
View Details
Grayscale AI
Grayscale AI develops neuromorphic AI for optimization, boasting high efficiency, low drag, and human-like cognition for safer, greener, and faster solutions in mobility and logistics.
View Details
NetsPresso
Hardware-aware AI model optimization platform offering high accuracy, real-time processing, and customizable AI model toolkits for edge deployment.
View DetailsFeatured Tools
NoFilterGPT
Anonymous, uncensored AI chat with AES encryption and no logs. Offers free and pro plans.
View Details
Wayin AI
Wayin AI summarizes videos, supports multiple languages, and allows interactive Q&A via chatbot and screenshot queries.
View Details
Pokecut
Pokecut is a free AI-powered photo editor with tools for background removal, changing, and enhancement. Pro plans offer extra features and credits.
View Details
GitGab
Connect your Github repos to ChatGPT & Claude for code assistance, bug finding, and documentation. Free trial available.
View Details
TryNectar AI
Create and interact with a customizable AI girlfriend. Features include AI chat, roleplay, and image generation. NSFW content available.
View Details
Smart Cookie Trivia
A trivia website with questions in multiple categories. Play now and expand your knowledge!
View Details
Arbor
Arbor is an automated carbon accounting platform that helps businesses measure, analyze, and reduce their product's carbon footprint quickly and accurately.
View Details
PhotoLog
PhotoLog offers secure, client-side encrypted media storage with mini-site creation, easy sharing, and various storage plans.
View Details
Apptest.ai
AI-powered mobile app testing platform with a test automation cloud (Ptero) and a no-code test scenario authoring tool (Stego).
View Details
Saner.AI
AI-powered productivity assistant for ADHD and knowledge workers, centralizing notes, tasks, and AI tools to enhance focus and efficiency.
View Details