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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 649919112
  • CO2 Emissions (in grams): 0.49924480682533606

Validation Metrics

  • Loss: 0.49354293942451477
  • Accuracy: 0.8064516129032258
  • Precision: 0.8181818181818182
  • Recall: 0.9
  • AUC: 0.8689393939393939
  • F1: 0.8571428571428572

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/msamogh/autonlp-cai-out-of-scope-649919112

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919112", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("msamogh/autonlp-cai-out-of-scope-649919112", use_auth_token=True)

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

outputs = model(**inputs)
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