Model Trained Using AutoTrain

Problem type: Entity Extraction
Model ID: 904029577
CO2 Emissions (in grams): 0.8375653425894861

Validation Metrics

Loss: 0.0035200684797018766
Accuracy: 0.9989316041363876
Precision: 0.9877899024589919
Recall: 0.9933336010601984
F1: 0.9905539954046464

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/ismail-lucifer011/autotrain-name_all-904029577

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("ismail-lucifer011/autotrain-name_all-904029577", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("ismail-lucifer011/autotrain-name_all-904029577", use_auth_token=True)

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

outputs = model(**inputs)