YAML Metadata
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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)
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