Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 2682064

Validation Metrics

  • Loss: 0.4454168379306793
  • Accuracy: 0.8188976377952756
  • Precision: 0.8442028985507246
  • Recall: 0.7103658536585366
  • AUC: 0.8699702146791053
  • F1: 0.771523178807947

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-fred2-2682064

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-fred2-2682064", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-fred2-2682064", 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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