smirki/autotrain-ner-8-86129142996

Model Trained Using AutoTrain

• Problem type: Entity Extraction
• Model ID: 86129142996
• CO2 Emissions (in grams): 0.3621

Validation Metrics

• Loss: 0.230
• Accuracy: 0.940
• Precision: 0.902
• Recall: 0.902
• F1: 0.902

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/smirki/autotrain-ner-8-86129142996

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("smirki/autotrain-ner-8-86129142996", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("smirki/autotrain-ner-8-86129142996", use_auth_token=True)

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

outputs = model(**inputs)