Hugging Face Releases IDEFICS: An Open-Access 80B Visual Language Model Replicating DeepMind's Flamingo

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Machine Learning@kbin.socialEnglish · 1 year ago

Hugging Face released IDEFICS, an 80B open-access visual language model replicating DeepMind’s unreleased Flamingo. Built entirely on public data, it’s the first of its size available openly. Part of its training utilized OBELICS, a dataset with 141M web pages, 353M images, and 115B text tokens from Common Crawl.

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Machine learning (ML) is a field devoted to understanding and building methods that let machines “learn” – that is, methods that leverage data to improve computer performance on some set of tasks. Machine learning algorithms build a model based on sample data, known as training data, in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as in medicine, email filtering, speech recognition, agriculture, and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks.

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