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Model Trained Using AutoNLP

  • Problem type: Multi-class Classification
  • Model ID: 202661

Validation Metrics

  • Loss: 1.5369086265563965
  • Accuracy: 0.30762817840766987
  • Macro F1: 0.28034259092597485
  • Micro F1: 0.30762817840766987
  • Weighted F1: 0.28072818168048186
  • Macro Precision: 0.3113843896292072
  • Micro Precision: 0.30762817840766987
  • Weighted Precision: 0.3128459166476807
  • Macro Recall: 0.3071652685939504
  • Micro Recall: 0.30762817840766987
  • Weighted Recall: 0.30762817840766987

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/hectorcotelo/autonlp-spanish_songs-202661

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("hectorcotelo/autonlp-spanish_songs-202661", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("hectorcotelo/autonlp-spanish_songs-202661", use_auth_token=True)

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

outputs = model(**inputs)
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