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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 451311592
  • CO2 Emissions (in grams): 1.8697144296865242

Validation Metrics

  • Loss: 0.4544260799884796
  • Accuracy: 0.8042452830188679
  • Precision: 0.8331288343558282
  • Recall: 0.8573232323232324
  • AUC: 0.8759811658249159
  • F1: 0.8450528935905414

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/zwang199/autonlp-traffic-nlp-451311592

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("zwang199/autonlp-traffic-nlp-451311592", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("zwang199/autonlp-traffic-nlp-451311592", use_auth_token=True)

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

outputs = model(**inputs)
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