Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2213570987
CO2 Emissions (in grams): 10.4217

Validation Metrics

Loss: 0.713
Accuracy: 0.786
Macro F1: 0.758
Micro F1: 0.786
Weighted F1: 0.785
Macro Precision: 0.762
Micro Precision: 0.786
Weighted Precision: 0.787
Macro Recall: 0.757
Micro Recall: 0.786
Weighted Recall: 0.786

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 AutoTrain"}' https://api-inference.huggingface.co/models/crodri/autotrain-wikicat_es-2213570987

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("crodri/autotrain-wikicat_es-2213570987", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("crodri/autotrain-wikicat_es-2213570987", use_auth_token=True)

inputs = tokenizer("El Fútbol Club Barcelona, conocido popularmente como Barça, es una entidad polideportiva con sede en Barcelona, España.", return_tensors="pt")

outputs = model(**inputs)