Trip Venturella released Mr. Chatterbox, a language model trained entirely on out-of-copyright text from the British Library. Here’s how he describes it in the model card:
Mr. Chatterbox is a language model trained entirely from scratch on a corp…
A well-designed, accurate machine learning model will always perform bad on poor-quality data (e.g., noisy or corrupted) than a simple model trained on high-quality data. The difference will grow exponentially with the size of the data. A fraud detection system trained on a poor sample of transactions (for example, only on deviations from historical spending… Continue reading Reliable Sources of AI Training Data for Machine Learning Projects
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The robustness of robotic systems is dependent on the precise annotation of spatial data. Robots built on spatial intelligence are utilized in key applications, including aerial delivery systems, autonomous vehicles, search and rescue drones, surgical robots, mobile robots, and industrial robots that work alongside people. The need for reliable data annotation is now greater than… Continue reading Towards Scalable Spatial Intelligence For Robotics AI Development
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