muhtasham
/

autonlp-Doctor_DE-24595544

Text Classification

Trained with AutoTrain

Inference Endpoints

Model card Files Files and versions Community

YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

Problem type: Single Column Regression
Model ID: 24595544
CO2 Emissions (in grams): 92.87363201770962

Validation Metrics

Loss: 0.3001164197921753
MSE: 0.3001164197921753
MAE: 0.24272102117538452
R2: 0.8465975006681247
RMSE: 0.5478288531303406
Explained Variance: 0.8468209505081177

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-24595544

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("muhtasham/autonlp-Doctor_DE-24595544", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("muhtasham/autonlp-Doctor_DE-24595544", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 16

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.

Dataset used to train muhtasham/autonlp-Doctor_DE-24595544