Modelpublic

Akhror/autotrain-text-classification-kunuz-1630257501

sourceHugging Faceupdated 4y agoView on Hugging Face

1likes10downloads

Model Card

Model Trained Using AutoTrain

—Problem type: Multi-class Classification
—Model ID: 1630257501
—CO2 Emissions (in grams): 22.4313

Validation Metrics

—Loss: 0.975
—Accuracy: 0.647
—Macro F1: 0.542
—Micro F1: 0.647
—Weighted F1: 0.629
—Macro Precision: 0.534
—Micro Precision: 0.647
—Weighted Precision: 0.616
—Macro Recall: 0.558
—Micro Recall: 0.647
—Weighted Recall: 0.647

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/Akhror/autotrain-text-classification-kunuz-1630257501

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Akhror/autotrain-text-classification-kunuz-1630257501", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Akhror/autotrain-text-classification-kunuz-1630257501", use_auth_token=True)

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

outputs = model(**inputs)