Model Trained Using AutoNLP

  • Problem type: Multi-class Classification
  • Model ID: 3471039

Validation Metrics

  • Loss: 0.6704344749450684
  • Accuracy: 0.59375
  • Macro F1: 0.37254901960784315
  • Micro F1: 0.59375
  • Weighted F1: 0.4424019607843137
  • Macro Precision: 0.296875
  • Micro Precision: 0.59375
  • Weighted Precision: 0.3525390625
  • Macro Recall: 0.5
  • Micro Recall: 0.59375
  • Weighted Recall: 0.59375

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/pierreant-p/autonlp-jcvd-or-linkedin-3471039

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("pierreant-p/autonlp-jcvd-or-linkedin-3471039", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("pierreant-p/autonlp-jcvd-or-linkedin-3471039", use_auth_token=True)

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

outputs = model(**inputs)
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