Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 45720114293
CO2 Emissions (in grams): 0.5929

Validation Metrics

Loss: 0.811
Accuracy: 0.911
Macro F1: 0.735
Micro F1: 0.911
Weighted F1: 0.895
Macro Precision: 0.730
Micro Precision: 0.911
Weighted Precision: 0.882
Macro Recall: 0.742
Micro Recall: 0.911
Weighted Recall: 0.911

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/IRI2070/autotrain-intacode-144510011402-45720114293

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("IRI2070/autotrain-intacode-144510011402-45720114293", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("IRI2070/autotrain-intacode-144510011402-45720114293", use_auth_token=True)

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

outputs = model(**inputs)