Edit model card
YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

  • Problem type: Binary Classification
  • Model ID: 31237266
  • CO2 Emissions (in grams): 390.39411176775826

Validation Metrics

  • Loss: 0.1643059253692627
  • Accuracy: 0.9379398019660155
  • Precision: 0.7467491278147795
  • Recall: 0.7158710854363028
  • AUC: 0.9631629384458238
  • F1: 0.7309841664079478

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 AutoNLP"}' https://api-inference.huggingface.co/models/wangsheng/autonlp-poi_train-31237266

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("wangsheng/autonlp-poi_train-31237266", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("wangsheng/autonlp-poi_train-31237266", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
7
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.