comments-text-classification-model – AI Model by EricPeter | AlphaNeural AI

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EricPeter/
comments-text-classification-model

like

0

text-classification

EricPeter/autotrain-data-comments

co2_eq_emissions

autotrain_compatible

endpoints_compatible

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Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 1344451577
CO2 Emissions (in grams): 0.0067

Validation Metrics

Loss: 1.080
Accuracy: 0.619
Macro F1: 0.360
Micro F1: 0.619
Weighted F1: 0.564
Macro Precision: 0.476
Micro Precision: 0.619
Weighted Precision: 0.590
Macro Recall: 0.344
Micro Recall: 0.619
Weighted Recall: 0.619

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/EricPeter/autotrain-comments-1344451577

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("EricPeter/autotrain-comments-1344451577", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("EricPeter/autotrain-comments-1344451577", use_auth_token=True)

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

outputs = model(**inputs)