kyleinincubated
/

autonlp-cat333-624217911

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: 624217911
CO2 Emissions (in grams): 2.267288583123193

Validation Metrics

Loss: 0.39670249819755554
Accuracy: 0.9098901098901099
Macro F1: 0.7398394202169645
Micro F1: 0.9098901098901099
Weighted F1: 0.9073329464119164
Macro Precision: 0.7653753530396269
Micro Precision: 0.9098901098901099
Weighted Precision: 0.9096917983040914
Macro Recall: 0.7382843728794468
Micro Recall: 0.9098901098901099
Weighted Recall: 0.9098901098901099

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/kyleinincubated/autonlp-cat333-624217911

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("kyleinincubated/autonlp-cat333-624217911", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("kyleinincubated/autonlp-cat333-624217911", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 11

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.

Model tree for kyleinincubated/autonlp-cat333-624217911

Adapters