Model Trained Using AutoTrain

• Problem type: Single Column Regression
• Model ID: 58086134816
• CO2 Emissions (in grams): 0.7471

Validation Metrics

• Loss: 2.647
• MSE: 2.647
• MAE: 1.299
• R2: 0.094
• RMSE: 1.627
• Explained Variance: 0.094

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/Mathsion/autotrain-bert-for-patents-finetuning-value-58086134816

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Mathsion/autotrain-bert-for-patents-finetuning-value-58086134816", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Mathsion/autotrain-bert-for-patents-finetuning-value-58086134816", use_auth_token=True)

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

outputs = model(**inputs)