Contains files that document the usage of the NLP Transformers library from HuggingFace to implement:
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Sentiment Analysis
20 Sentiment Analysis in 10 Minutes with BERT-TensorFlow-SoftMax-LocalModel.ipynb -
MultiClass Classification by fine tuning a model that was originally designed for Sentiment Analysis
30 MultiClass Classification in 10 Minutes with BERT-TensorFlow-SoftMax-LocalModel.ipynb
Every notebook in this folder requires local data and models, which should be useful for those who compute in an environment that has no Internet connection. Please review the distilbert_base_uncased_finetuned_sst_2_english_Model_Download_Save.ipynb notebook to find out how Transformers models can be saved for local/fine tuning usage.