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evandrodiniz
/
autonlp-api-boamente-417310793

Text Classification
Transformers
PyTorch
Enawené-Nawé
bert
Trained with AutoTrain
Inference Endpoints
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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 417310793
  • CO2 Emissions (in grams): 9.446754273734577

Validation Metrics

  • Loss: 0.25755178928375244
  • Accuracy: 0.9407114624505929
  • Precision: 0.8600823045267489
  • Recall: 0.95
  • AUC: 0.9732501264968797
  • F1: 0.9028077753779697

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/evandrodiniz/autonlp-api-boamente-417310793

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("evandrodiniz/autonlp-api-boamente-417310793", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("evandrodiniz/autonlp-api-boamente-417310793", use_auth_token=True)

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

outputs = model(**inputs)
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