In this video, I'm using SetFit, an open source library for few-shot learning to train a text classification model from only 16 labeled samples. In less than 2.5 minutes of CPU training, I get an accuracy of 94.5% :)
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- Blog post: huggingface.co/blog/setfit
- Code: gist.github.com/juliensimon/4...
- Setfit: huggingface.co/blog/setfit
- Intel Sapphire Rapids: en.wikipedia.org/wiki/Sapphir...
- Intel Advanced Matrix Entensions: en.wikipedia.org/wiki/Advance...
- Amazon EC2 R7iz: aws.amazon.com/ec2/instance-t...
Негізгі бет Ғылым және технология Efficient Few-Shot Learning on CPU with SetFit
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