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tinyYhorm
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autotrain-3-roberta-fulltext-53891126877

Token Classification
Transformers
PyTorch
Enawené-Nawé
bert
Trained with AutoTrain
Inference Endpoints
Model card Files Community

Model Trained Using AutoTrain

  • Problem type: Entity Extraction
  • Model ID: 53891126877
  • CO2 Emissions (in grams): 0.5646

Validation Metrics

  • Loss: 0.180
  • Accuracy: 0.959
  • Precision: 0.893
  • Recall: 0.888
  • F1: 0.891

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/tinyYhorm/autotrain-3-roberta-fulltext-53891126877

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("tinyYhorm/autotrain-3-roberta-fulltext-53891126877", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("tinyYhorm/autotrain-3-roberta-fulltext-53891126877", use_auth_token=True)

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

outputs = model(**inputs)
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Token Classification
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