Lumino Labs
Lumino Labs is a cutting-edge AI infrastructure startup offering a decentralized compute platform that enables developers to train and fine-tune AI models at 50-80% lower costs through blockchain technology.
Visit Website
https://www.luminolabs.ai/
Product Information
Updated:09/11/2024
What is Lumino Labs
Founded in July 2023 by Eshan Chordia and Yogesh Darji, Lumino Labs is building an integrated hardware and software compute protocol for AI workloads. The platform has secured $2.8M in Pre-Seed funding from notable investors including Longhash Ventures, Protocol Labs, and others. It serves as a comprehensive solution for AI researchers, developers, and enthusiasts who need efficient, scalable, and cost-effective infrastructure for training machine learning models.
Key Features of Lumino Labs
Lumino Labs is an AI infrastructure startup providing a decentralized compute platform for training and fine-tuning ML models. It offers an easy-to-use SDK that enables developers to reduce ML training costs by up to 80% through access to GPU resources. The platform features instant autoscaling, data privacy controls, and cryptographically verified model tracking, while also allowing GPU owners to monetize their idle resources.
Easy-to-Use SDK: Pre-configured templates and custom model support with quick deployment capabilities for streamlined development
Decentralized Compute Network: Access to distributed GPU resources with instant autoscaling and elimination of idle time
Cost-Effective Training: Pay-per-training job model with up to 80% reduction in ML training costs compared to traditional services
Security and Transparency: Data privacy controls and cryptographically verified proofs for model tracking and accountability
Use Cases of Lumino Labs
AI Model Development: Researchers and developers can train and fine-tune large language models efficiently and cost-effectively
GPU Resource Monetization: GPU owners can rent out their idle computing resources to earn money through the Lumino protocol
Enterprise AI Training: Companies can reduce their compute OPEX while maintaining production-quality speed for AI model training
Pros
Significant cost savings (up to 80%) on ML training
Instant access to GPU resources with flexible scaling
Strong security and transparency features
Cons
Relatively new platform (founded in 2023)
Limited track record in the market
How to Use Lumino Labs
Sign Up: Visit the Lumino website (luminolabs.ai) and click the Sign Up button in the top-right corner. You will receive a confirmation email - click the verification link to activate your account.
Install SDK: Install and set up the Lumino SDK which provides tools for developing and training ML models
Upload Dataset: Use the Lumino SDK to upload your training dataset. The SDK includes scripts to confirm successful upload of data.
Configure Training: Select pre-configured templates or bring your own custom models. Set up your training parameters and requirements.
Launch Training Job: Start your model training job. The platform will automatically scale compute resources as needed and you only pay for what you use.
Monitor Progress: Track your training progress with access to GPU, CPU, Memory and other metrics for debugging.
Download Model: Once training is complete, download your fine-tuned model files either locally or to your preferred hosting method.
Evaluate Results: Test and evaluate your trained model using evaluation prompts and expected responses to verify performance.
Lumino Labs FAQs
Lumino AI is a platform that provides SDK for developing and training ML models, specializing in fine-tuning open-source large language models. It offers tools and infrastructure for AI researchers, developers, and enthusiasts.
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Analytics of Lumino Labs Website
Lumino Labs Traffic & Rankings
1.9K
Monthly Visits
#7459778
Global Rank
-
Category Rank
Traffic Trends: Aug 2024-Oct 2024
Lumino Labs User Insights
00:00:55
Avg. Visit DTabsNavuration
1.8
Pages Per Visit
57.37%
User Bounce Rate
Top Regions of Lumino Labs
US: 71.25%
IN: 28.75%
Others: NAN%
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