muhtasham
/

autonlp-Doctor_DE-24595546

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: 24595546
CO2 Emissions (in grams): 210.5957437893554

Validation Metrics

Loss: 0.3092539310455322
MSE: 0.30925390124320984
MAE: 0.25015318393707275
R2: 0.841926941198094
RMSE: 0.5561060309410095
Explained Variance: 0.8427215218544006

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-24595546

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("muhtasham/autonlp-Doctor_DE-24595546", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("muhtasham/autonlp-Doctor_DE-24595546", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 12

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-24595546