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autonlp-giveaway_detection_05-310939

Text Classification
Transformers
PyTorch
English
distilbert
Trained with AutoTrain
Inference Endpoints
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Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 310939

Validation Metrics

  • Loss: 0.027471264824271202
  • Accuracy: 0.9931118314424635
  • Precision: 0.946236559139785
  • Recall: 0.88
  • AUC: 0.9952871621621622
  • F1: 0.911917098445596

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/fjarrett/autonlp-giveaway_detection_05-310939

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("fjarrett/autonlp-giveaway_detection_05-310939", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("fjarrett/autonlp-giveaway_detection_05-310939", use_auth_token=True)

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

outputs = model(**inputs)
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