autonlp-myclassification-fortext-16332728 – AI Model by staceythompson | AlphaNeural AI

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staceythompson/
autonlp-myclassification-fortext-16332728

like

0

text-classification

staceythompson/autonlp-data-myclassification-fortext

autotrain_compatible

endpoints_compatible

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Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 16332728

Validation Metrics

Loss: 0.08077391237020493
Accuracy: 0.9846153846153847
Macro F1: 0.9900793650793651
Micro F1: 0.9846153846153847
Weighted F1: 0.9846153846153847
Macro Precision: 0.9900793650793651
Micro Precision: 0.9846153846153847
Weighted Precision: 0.9846153846153847
Macro Recall: 0.9900793650793651
Micro Recall: 0.9846153846153847
Weighted Recall: 0.9846153846153847

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/staceythompson/autonlp-myclassification-fortext-16332728

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("staceythompson/autonlp-myclassification-fortext-16332728", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("staceythompson/autonlp-myclassification-fortext-16332728", use_auth_token=True)

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

outputs = model(**inputs)