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Model Trained Using AutoTrain

  • Problem type: Binary Classification
  • Model ID: 742522663
  • CO2 Emissions (in grams): 0.01856239042036965

Validation Metrics

  • Loss: 0.4798508286476135
  • Accuracy: 0.7740053050397878
  • Precision: 0.7236622073578596
  • Recall: 0.9006243496357961
  • AUC: 0.8798210006261515
  • F1: 0.8025034770514604

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/jason9693/autotrain-kor_hate_eval-742522663

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("jason9693/autotrain-kor_hate_eval-742522663", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("jason9693/autotrain-kor_hate_eval-742522663", use_auth_token=True)

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

outputs = model(**inputs)
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Dataset used to train jason9693/koelectra-small-v3-generator-apeach