Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 85440142814
CO2 Emissions (in grams): 1.5695

Validation Metrics

Loss: 0.504
Accuracy: 0.853
Macro F1: 0.836
Micro F1: 0.853
Weighted F1: 0.853
Macro Precision: 0.844
Micro Precision: 0.853
Weighted Precision: 0.854
Macro Recall: 0.830
Micro Recall: 0.853
Weighted Recall: 0.853

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/dru-acrps/autotrain-dru-text-classification-v2-85440142814

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("dru-acrps/autotrain-dru-text-classification-v2-85440142814", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("dru-acrps/autotrain-dru-text-classification-v2-85440142814", use_auth_token=True)

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

outputs = model(**inputs)