ameerazam08
/

autotrain-imdb-1166543171

Text Classification

Trained with AutoTrain

Inference Endpoints

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Model Trained Using AutoTrain

Problem type: Binary Classification
Model ID: 1166543171
CO2 Emissions (in grams): 0.07308302140406821

Validation Metrics

Loss: 0.2211569994688034
Accuracy: 0.9138
Precision: 0.9020598523124758
Recall: 0.9284
AUC: 0.9711116000000001
F1: 0.9150404100137985

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/ameerazam08/autotrain-imdb-1166543171

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("ameerazam08/autotrain-imdb-1166543171", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("ameerazam08/autotrain-imdb-1166543171", use_auth_token=True)

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

outputs = model(**inputs)

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Inference Examples

Text Classification

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Dataset used to train ameerazam08/autotrain-imdb-1166543171