Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2437575785
CO2 Emissions (in grams): 3.3212

Validation Metrics

Loss: 0.142
Accuracy: 0.970
Macro F1: 0.572
Micro F1: 0.970
Weighted F1: 0.960
Macro Precision: 0.592
Micro Precision: 0.970
Weighted Precision: 0.951
Macro Recall: 0.556
Micro Recall: 0.970
Weighted Recall: 0.970

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/acrowth/autotrain-preesmetextclassifier-2437575785

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("acrowth/autotrain-preesmetextclassifier-2437575785", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("acrowth/autotrain-preesmetextclassifier-2437575785", use_auth_token=True)

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

outputs = model(**inputs)