Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 52472123759
CO2 Emissions (in grams): 0.0311

Validation Metrics

Loss: 1.666
Accuracy: 0.580
Macro F1: 0.457
Micro F1: 0.580
Weighted F1: 0.579
Macro Precision: 0.493
Micro Precision: 0.580
Weighted Precision: 0.606
Macro Recall: 0.457
Micro Recall: 0.580
Weighted Recall: 0.580

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/NicholasSynovic/autotrain-luc-comp429-victorian-authorship-classification-52472123759

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("NicholasSynovic/autotrain-luc-comp429-victorian-authorship-classification-52472123759", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("NicholasSynovic/autotrain-luc-comp429-victorian-authorship-classification-52472123759", use_auth_token=True)

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

outputs = model(**inputs)