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rexxar96
/
autonlp-sentiment-analysis-456211724

Text Classification
Transformers
PyTorch
Enawené-Nawé
distilbert
Trained with AutoTrain
Inference Endpoints
Model card Files Community
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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 456211724
  • CO2 Emissions (in grams): 22.28263989637389

Validation Metrics

  • Loss: 0.23710417747497559
  • Accuracy: 0.9119100357812234
  • Precision: 0.8882611424984307
  • Recall: 0.9461718488799733
  • AUC: 0.974790366001874
  • F1: 0.9163024121741946

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/rexxar96/autonlp-sentiment-analysis-456211724

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("rexxar96/autonlp-sentiment-analysis-456211724", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("rexxar96/autonlp-sentiment-analysis-456211724", use_auth_token=True)

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

outputs = model(**inputs)
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