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Model Trained Using AutoTrain

  • Problem type: Entity Extraction
  • Model ID: 63402135432
  • CO2 Emissions (in grams): 0.1520

Validation Metrics

  • Loss: 0.672
  • Accuracy: 0.777
  • Precision: 0.546
  • Recall: 0.373
  • F1: 0.443

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/peanutacake/autotrain-ann_en-63402135432

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("peanutacake/autotrain-ann_en-63402135432", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("peanutacake/autotrain-ann_en-63402135432", use_auth_token=True)

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

outputs = model(**inputs)
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Model size
109M params
Tensor type
I64
·
F32
·
Inference API
This model can be loaded on Inference API (serverless).