3LC
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About
3LC offers a comprehensive solution for improving AI model performance by addressing data-related issues in real-time. It helps users gain insights into their AI models, making them more efficient, compact, and quicker to train. The platform integrates seamlessly into existing model training processes with just three lines of code, eliminating the need for workflow redesign. Clients have reported significant benefits, including a 30x reduction in false positives, a 50% increase in true positive rates, and a 75% reduction in training time, alongside reduced costs and CO2 emissions. 3LC supports various ML tools and frameworks like Python, Hugging Face, Ultralytics YOLO, PyTorch, and works with data stored across multiple cloud providers (Azure, Amazon, Google Cloud) and local/network storage, without requiring data relocation.
Platform
Task
Features
• reduces false positives and increases true positive rates
• works with data in existing storage solutions
• supports various ml tools and frameworks
• no workflow redesign needed
• requires only 3 lines of code for integration
• integrates with existing model training processes
• correction of data-related issues for ai
• real-time debugging and diagnosis for ai
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