muhtasham
/

autonlp-Doctor_DE-24595545

Text Classification

Trained with AutoTrain

Carbon Emissions

Inference Endpoints

Model card Files Files and versions Community

Edit model card

YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

Problem type: Single Column Regression
Model ID: 24595545
CO2 Emissions (in grams): 203.30658367993382

Validation Metrics

Loss: 0.30214861035346985
MSE: 0.30214861035346985
MAE: 0.25911855697631836
R2: 0.8455587614373526
RMSE: 0.5496804714202881
Explained Variance: 0.8476610779762268

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/muhtasham/autonlp-Doctor_DE-24595545

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("muhtasham/autonlp-Doctor_DE-24595545", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("muhtasham/autonlp-Doctor_DE-24595545", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 3

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.

Dataset used to train muhtasham/autonlp-Doctor_DE-24595545