nguyenkhoa2407/autotrain-bert-NER-favsbot

Model Trained Using AutoTrain

• Problem type: Entity Extraction
• Model ID: 1300449813
• CO2 Emissions (in grams): 0.0120

Validation Metrics

• Loss: 1.004
• Accuracy: 0.710
• Precision: 0.542
• Recall: 0.413
• F1: 0.468

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/nguyenkhoa2407/autotrain-default_model_favsbot_data-1300449813

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("nguyenkhoa2407/autotrain-default_model_favsbot_data-1300449813", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("nguyenkhoa2407/autotrain-default_model_favsbot_data-1300449813", use_auth_token=True)

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

outputs = model(**inputs)