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Model Trained Using AutoTrain

  • Problem type: Multi-class Classification
  • Model ID: 89129143858
  • CO2 Emissions (in grams): 0.8352

Validation Metrics

  • Loss: 0.367
  • Accuracy: 0.952
  • Macro F1: 0.935
  • Micro F1: 0.952
  • Weighted F1: 0.951
  • Macro Precision: 0.952
  • Micro Precision: 0.952
  • Weighted Precision: 0.955
  • Macro Recall: 0.925
  • Micro Recall: 0.952
  • Weighted Recall: 0.952

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/yeye776/autotrain-intent-classification-6categories-roberta-89129143858

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("yeye776/autotrain-intent-classification-6categories-roberta-89129143858", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("yeye776/autotrain-intent-classification-6categories-roberta-89129143858", use_auth_token=True)

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

outputs = model(**inputs)
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