Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 59362

Validation Metrics

  • Loss: 0.13092292845249176
  • Accuracy: 0.9527127414314258
  • Precision: 0.9634070704982427
  • Recall: 0.9842171959602166
  • AUC: 0.9667289746092403
  • F1: 0.9737009564152002

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/models/abhishek/autonlp-japanese-sentiment-59362

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-japanese-sentiment-59362", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-japanese-sentiment-59362", use_auth_token=True)

inputs = tokenizer("I love AutoNLP", return_tensors="pt")

outputs = model(**inputs)
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Text Classification
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