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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 412010597
  • CO2 Emissions (in grams): 10.411685187181709

Validation Metrics

  • Loss: 0.12585781514644623
  • Accuracy: 0.9475446428571429
  • Precision: 0.9454660748256183
  • Recall: 0.964424320827943
  • AUC: 0.990229573862156
  • F1: 0.9548511047070125

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/anel/autonlp-cml-412010597

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("anel/autonlp-cml-412010597", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("anel/autonlp-cml-412010597", use_auth_token=True)

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

outputs = model(**inputs)
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