Model Trained Using AutoTrain

• Problem type: Entity Extraction
• Model ID: 55272128958
• CO2 Emissions (in grams): 0.0038

Validation Metrics

• Loss: 0.192
• Accuracy: 0.959
• Precision: 0.651
• Recall: 0.686
• F1: 0.668

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/sxandie/autotrain-re_syn_cleanedtext_bert-55272128958

Or Python API:

from transformers import AutoModelForTokenClassification, AutoTokenizer

model = AutoModelForTokenClassification.from_pretrained("sxandie/autotrain-re_syn_cleanedtext_bert-55272128958", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("sxandie/autotrain-re_syn_cleanedtext_bert-55272128958", use_auth_token=True)

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

outputs = model(**inputs)