albertleigh/azlgc-bert-classifier

This model has been pushed to the Hub using the PytorchModelHubMixin integration:

• Code: [More Information Needed]
• Paper: [More Information Needed]
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BERT Expression Classifier

Classify whether text is an Azure Logic App expression:

python clis/run_bert_model.py

Example Session:

Loading model... ✓

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AzLgcExp BERT Classifier - Interactive CLI
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> @{body('Parse_JSON')?['content']?['main_text']}

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Result: Azure Logic App Expression
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Non-Azure Logic App: 0.0006 (0.06%)
Azure Logic App:     0.9994 (99.94%)

> tokenizer(text, return_tensors='pt')

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Result: Non-Azure Logic App Expression
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Non-Azure Logic App: 0.9831 (98.31%)
Azure Logic App:     0.0169 (1.69%)

Repo: Available on Github https://github.com/albertleigh/az-lgc-finetuned