Snorkel AI x Hugging Face: unlock foundation models for enterprises
Snorkel AI and Hugging Face have collaborated on a case study to help large enterprises use pre-trained foundation models. Foundation models are large language or computer vision models that can be fine-tuned for specific tasks. Snorkel's technology enables users to efficiently label data, which is then used to adapt the pre-trained model to their needs. The partnership aims to make these powerful tools more accessible and usable in enterprise settings.
Snorkel AI and Hugging Face have collaborated on a case study to help large enterprises use pre-trained foundation models. Foundation models are large language or computer vision models that can be fine-tuned for specific tasks. Snorkel's technology enables users to efficiently label data, which is then used to adapt the pre-trained model to their needs. The partnership aims to make these powerful tools more accessible and usable in enterprise settings.
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Why it matters: This matters because foundation models have shown great potential in various applications, but their use has been limited by the difficulty of adapting them to specific tasks. By making it easier for enterprises to fine-tune these models, Snorkel AI and Hugging Face are expanding the possibilities for real-world applications.
Source: https://huggingface.co/blog/snorkel-case-study
This article was originally published at: https://huggingface.co/blog/snorkel-case-study