autonlp-spanish_songs-202661 – AI Model by hectorcotelo | AlphaNeural AI

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hectorcotelo/
autonlp-spanish_songs-202661

like

0

text-classification

hectorcotelo/autonlp-data-spanish_songs

autotrain_compatible

endpoints_compatible

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Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 202661

Validation Metrics

Loss: 1.5369086265563965
Accuracy: 0.30762817840766987
Macro F1: 0.28034259092597485
Micro F1: 0.30762817840766987
Weighted F1: 0.28072818168048186
Macro Precision: 0.3113843896292072
Micro Precision: 0.30762817840766987
Weighted Precision: 0.3128459166476807
Macro Recall: 0.3071652685939504
Micro Recall: 0.30762817840766987
Weighted Recall: 0.30762817840766987

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/hectorcotelo/autonlp-spanish_songs-202661

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("hectorcotelo/autonlp-spanish_songs-202661", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("hectorcotelo/autonlp-spanish_songs-202661", use_auth_token=True)

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

outputs = model(**inputs)