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Model Trained Using AutoNLP

  • Problem type: Multi-class Classification
  • Model ID: 615517563
  • CO2 Emissions (in grams): 1.9057858628956459

Validation Metrics

  • Loss: 0.6990908980369568
  • Accuracy: 0.695364238410596
  • Macro F1: 0.6088819062581828
  • Micro F1: 0.695364238410596
  • Weighted F1: 0.677326207350606
  • Macro Precision: 0.6945099492363175
  • Micro Precision: 0.695364238410596
  • Weighted Precision: 0.6938596845881614
  • Macro Recall: 0.5738408020723632
  • Micro Recall: 0.695364238410596
  • Weighted Recall: 0.695364238410596

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/abhishek/autonlp-swahili-sentiment-615517563

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-swahili-sentiment-615517563", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-swahili-sentiment-615517563", use_auth_token=True)

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

outputs = model(**inputs)
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