Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 715021714
CO2 Emissions (in grams): 0.003341516495672918

Validation Metrics

Loss: 0.5571377873420715
Accuracy: 0.8
Macro F1: 0.6709090909090909
Micro F1: 0.8000000000000002
Weighted F1: 0.7739393939393939
Macro Precision: 0.7
Micro Precision: 0.8
Weighted Precision: 0.8
Macro Recall: 0.7
Micro Recall: 0.8
Weighted Recall: 0.8

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/shubh024/autotrain-intentclassificationfilipino-715021714

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("shubh024/autotrain-intentclassificationfilipino-715021714", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("shubh024/autotrain-intentclassificationfilipino-715021714", use_auth_token=True)

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

outputs = model(**inputs)