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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 208681

Validation Metrics

  • Loss: 0.37569838762283325
  • Accuracy: 0.8365019011406845
  • Precision: 0.8398058252427184
  • Recall: 0.9453551912568307
  • AUC: 0.9048838797814208
  • F1: 0.8894601542416453


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/kamivao/autonlp-cola_gram-208681

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("kamivao/autonlp-cola_gram-208681", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("kamivao/autonlp-cola_gram-208681", 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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