Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 91139144447
CO2 Emissions (in grams): 2.6373

Validation Metrics

Loss: 2.596
Accuracy: 0.834
Macro F1: 0.776
Micro F1: 0.834
Weighted F1: 0.803
Macro Precision: 0.815
Micro Precision: 0.834
Weighted Precision: 0.820
Macro Recall: 0.791
Micro Recall: 0.834
Weighted Recall: 0.834

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/GRPUI/autotrain-fdsdfsdf-91139144447

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("GRPUI/autotrain-fdsdfsdf-91139144447", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("GRPUI/autotrain-fdsdfsdf-91139144447", use_auth_token=True)

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

outputs = model(**inputs)