Model Trained Using AutoNLP
- Problem type: Binary Classification
- Model ID: 596216804
- CO2 Emissions (in grams): 274.81371614671764
Validation Metrics
- Loss: 0.24049481749534607
- Accuracy: 0.9239
- Precision: 0.9143695014662757
- Recall: 0.9354
- AUC: 0.9781644
- F1: 0.9247652001977262
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/sarahlmk/autonlp-imdb-classification-596216804
Or Python API:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("sarahlmk/autonlp-imdb-classification-596216804", use_auth_token=True)
tokenizer = AutoTokenizer.from_pretrained("sarahlmk/autonlp-imdb-classification-596216804", use_auth_token=True)
inputs = tokenizer("I love AutoNLP", return_tensors="pt")
outputs = model(**inputs)
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