SetFit Hugging Face Demo Kaggle Disaster Tweets Classification Code Tutorial

Rithesh Sreenivasan
Rithesh Sreenivasan
930 بار بازدید - 2 سال پیش - In this video  I explain
In this video  I explain how you can perform text classification with SetFit python libray. SetFit is an efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers. It achieves high accuracy with little labeled data - for instance, with only 8 labeled examples per class on the Customer Reviews sentiment dataset, SetFit is competitive with fine-tuning RoBERTa Large on the full training set of 3k examples 🤯!

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Relevant Links:
https://github.com/huggingface/setfit
https://www.kaggle.com/code/ritheshsr... (version 7)
https://www.kaggle.com/competitions/n...
2 سال پیش در تاریخ 1401/12/01 منتشر شده است.
930 بـار بازدید شده
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