Jeska
/

autonlp-vaccinfaq-22144706

Text Classification

Trained with AutoTrain

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: Multi-class Classification
Model ID: 22144706
CO2 Emissions (in grams): 27.135492487925884

Validation Metrics

Loss: 1.81697416305542
Accuracy: 0.6377269139700079
Macro F1: 0.5181293370145044
Micro F1: 0.6377269139700079
Weighted F1: 0.631117826235572
Macro Precision: 0.5371452512845428
Micro Precision: 0.6377269139700079
Weighted Precision: 0.6655055695465463
Macro Recall: 0.5609328178925124
Micro Recall: 0.6377269139700079
Weighted Recall: 0.6377269139700079

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/Jeska/autonlp-vaccinfaq-22144706

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Jeska/autonlp-vaccinfaq-22144706", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Jeska/autonlp-vaccinfaq-22144706", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 8

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 Jeska/autonlp-vaccinfaq-22144706