Hugging Face's logo

Harshveer
/
autonlp-formality_scoring_2-32597818

Text Classification
Transformers
PyTorch
English
roberta
Trained with AutoTrain
Inference Endpoints
Model card Files Community
2
YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

  • Problem type: Single Column Regression
  • Model ID: 32597818
  • CO2 Emissions (in grams): 8.655894631203154

Validation Metrics

  • Loss: 0.5410276651382446
  • MSE: 0.5410276651382446
  • MAE: 0.5694561004638672
  • R2: 0.6830431129198475
  • RMSE: 0.735545814037323
  • Explained Variance: 0.6834385395050049

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/Harshveer/autonlp-formality_scoring_2-32597818

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Harshveer/autonlp-formality_scoring_2-32597818", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Harshveer/autonlp-formality_scoring_2-32597818", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
19
Inference Examples
Text Classification
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.