Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 2131817

Validation Metrics

  • Loss: 0.24430708587169647
  • Accuracy: 0.9452
  • Precision: 0.9303944315545244
  • Recall: 0.9624
  • AUC: 0.9793824287999999
  • F1: 0.946126622099882

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/pierric/autonlp-my-own-imdb-sentiment-analysis-2131817

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("pierric/autonlp-my-own-imdb-sentiment-analysis-2131817", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("pierric/autonlp-my-own-imdb-sentiment-analysis-2131817", use_auth_token=True)

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

outputs = model(**inputs)
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Text Classification
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