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Model Trained Using AutoTrain

  • Problem type: Multi-class Classification
  • Model ID: 1584456046
  • CO2 Emissions (in grams): 1.8931

Validation Metrics

  • Loss: 0.690
  • Accuracy: 0.744
  • Macro F1: 0.678
  • Micro F1: 0.744
  • Weighted F1: 0.739
  • Macro Precision: 0.697
  • Micro Precision: 0.744
  • Weighted Precision: 0.738
  • Macro Recall: 0.669
  • Micro Recall: 0.744
  • Weighted Recall: 0.744

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 AutoTrain"}' https://api-inference.huggingface.co/models/bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("bggmyfuture-ai/autotrain-sphere-intent-classification-1584456046", use_auth_token=True)

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

outputs = model(**inputs)
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