3LC
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About
3LC provides a turn-key solution for illuminating the black box of AI models, enabling real-time debugging, diagnosis, and correction of data-related issues. By integrating with just three lines of code, it helps create better, smaller, and faster AI models without requiring workflow redesign. Clients have experienced significant benefits, including a 30x reduction in false positives, a 50% increase in true positive rates, a 75% reduction in training time, and reduced costs and CO2 emissions. 3LC supports integration with popular ML tools and frameworks like Python, Hugging Face, Ultralytics YOLO, PyTorch, and Detectron2, and works with data wherever it resides, whether on Azure, Amazon, Google Cloud, network, or local storage, eliminating the need to move or upload data.
Platform
Task
Features
• compatible with network and local storage
• compatible with cloud storage (azure, amazon, google cloud)
• supports various ml tools and frameworks (e.g., python, hugging face, pytorch)
• works with data wherever it is located (no data movement)
• no workflow redesign required for current workflows
• integrates with existing model training processes with just 3 lines of code
• correction of data-related issues for ai models
• real-time debugging and diagnosis of ai data issues
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