DuhAlbared/autotrain-dru-textclassification-66230136430

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 66230136430
• CO2 Emissions (in grams): 1.2954

Validation Metrics

• Loss: 0.296
• Accuracy: 0.916
• Macro F1: 0.916
• Micro F1: 0.916
• Weighted F1: 0.916
• Macro Precision: 0.917
• Micro Precision: 0.916
• Weighted Precision: 0.917
• Macro Recall: 0.916
• Micro Recall: 0.916
• Weighted Recall: 0.916

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/DuhAlbared/autotrain-dru-textclassification-66230136430

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("DuhAlbared/autotrain-dru-textclassification-66230136430", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("DuhAlbared/autotrain-dru-textclassification-66230136430", use_auth_token=True)

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

outputs = model(**inputs)