Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2883884341
CO2 Emissions (in grams): 4.1420

Validation Metrics

Loss: 0.541
Accuracy: 0.938
Macro F1: 0.869
Micro F1: 0.938
Weighted F1: 0.925
Macro Precision: 0.875
Micro Precision: 0.938
Weighted Precision: 0.927
Macro Recall: 0.884
Micro Recall: 0.938
Weighted Recall: 0.938

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-2883884341

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("jogoni/autotrain-cuad-document-type-2883884341", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("jogoni/autotrain-cuad-document-type-2883884341", use_auth_token=True)

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

outputs = model(**inputs)