Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2883984346
CO2 Emissions (in grams): 4.9343

Validation Metrics

Loss: 0.304
Accuracy: 0.982
Macro F1: 0.949
Micro F1: 0.982
Weighted F1: 0.978
Macro Precision: 0.946
Micro Precision: 0.982
Weighted Precision: 0.976
Macro Recall: 0.954
Micro Recall: 0.982
Weighted Recall: 0.982

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/jogoni/autotrain-cuad-document-type-cleaned-2883984346

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("jogoni/autotrain-cuad-document-type-cleaned-2883984346", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("jogoni/autotrain-cuad-document-type-cleaned-2883984346", use_auth_token=True)

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

outputs = model(**inputs)