NLP_Distilbert_Review_Consument

Tools

Objective

• Make model with data text review cloth with transfer learning distilbert/distilbert-base-uncased
• Make a API with FastAPI
• Hyperparameter Reference using with this paper Journal Distilber and this Journal bert

Evaluation

• 0 Negative review
• 1 Neutral review
• 2 Positive review

Api (deployment)

http://127.0.0.1:8000/prediction/text?query={your text}

{
  "data": {
    "input_text": "i love pretty soft shirt falls well want wear everyday",
    "result": "Positve"
  }
}

Citation

@article{Sanh2019DistilBERTAD,
  title={DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter},
  author={Victor Sanh and Lysandre Debut and Julien Chaumond and Thomas Wolf},
  journal={ArXiv},
  year={2019},
  volume={abs/1910.01108}
}