Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 3175589570
CO2 Emissions (in grams): 3.2260

Validation Metrics

Loss: 1.111
Accuracy: 0.665
Macro F1: 0.424
Micro F1: 0.665
Weighted F1: 0.638
Macro Precision: 0.427
Micro Precision: 0.665
Weighted Precision: 0.622
Macro Recall: 0.434
Micro Recall: 0.665
Weighted Recall: 0.665

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/Sushovan/autotrain-test-text-classification-3175589570

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Sushovan/autotrain-test-text-classification-3175589570", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Sushovan/autotrain-test-text-classification-3175589570", use_auth_token=True)

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

outputs = model(**inputs)