Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 31154

Validation Metrics

  • Loss: 0.19292379915714264
  • Accuracy: 0.9395
  • Precision: 0.9569557080474111
  • Recall: 0.9204
  • AUC: 0.9851040399999998
  • F1: 0.9383219492302988

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-imdb_sentiment_classification-31154

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-imdb_sentiment_classification-31154", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-imdb_sentiment_classification-31154", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
170
Hosted inference API
Text Classification
This model can be loaded on the Inference API on-demand.