Hugging Face's logo

pujaburman30
/
autotrain-hi_ner_xlmr-869827677

Token Classification
Transformers
PyTorch
Enawené-Nawé
xlm-roberta
Trained with AutoTrain
Inference Endpoints
Model card Files Community
YAML Metadata Error: "tags" must be an array

Model Trained Using AutoTrain

  • Problem type: Entity Extraction
  • Model ID: 869827677
  • CO2 Emissions (in grams): 4.365496441173981

Validation Metrics

  • Loss: 0.894961416721344
  • Accuracy: 0.7411180773249739
  • Precision: 0.590625
  • Recall: 0.5080645161290323
  • F1: 0.546242774566474

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/pujaburman30/autotrain-hi_ner_xlmr-869827677

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("pujaburman30/autotrain-hi_ner_xlmr-869827677", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("pujaburman30/autotrain-hi_ner_xlmr-869827677", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
11
Inference Examples
Token Classification
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.