Model Trained Using AutoNLP

  • Problem type: Multi-class Classification
  • Model ID: 1311135

Validation Metrics

  • Loss: 0.35616958141326904
  • Accuracy: 0.8979447200566973
  • Macro F1: 0.8545383956197669
  • Micro F1: 0.8979447200566975
  • Weighted F1: 0.8983951947775538
  • Macro Precision: 0.8615833774439791
  • Micro Precision: 0.8979447200566973
  • Weighted Precision: 0.9013559365881655
  • Macro Recall: 0.8516503001777104
  • Micro Recall: 0.8979447200566973
  • Weighted Recall: 0.8979447200566973

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 AutoNLP"}' https://api-inference.huggingface.co/models/albertvillanova/autonlp-indic_glue-multi_class_classification-1e67664-1311135

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("albertvillanova/autonlp-indic_glue-multi_class_classification-1e67664-1311135", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("albertvillanova/autonlp-indic_glue-multi_class_classification-1e67664-1311135", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
283
Hosted inference API
Text Classification
This model can be loaded on the Inference API on-demand.