demo_knots_1_1 – AI Model by dav3794 | AlphaNeural AI

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dav3794/
demo_knots_1_1

like

0

text-classification

dav3794/autotrain-data-demo-knots2

co2_eq_emissions

autotrain_compatible

endpoints_compatible

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Model Trained Using AutoTrain

Problem type: Binary Classification
Dataset: 1:1 (unknotted : knotted)
Model ID: 1315550258
CO2 Emissions (in grams): 0.0216

Validation Metrics

Loss: 0.391
Accuracy: 0.833
Precision: 0.836
Recall: 0.823
AUC: 0.900
F1: 0.829

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/dav3794/autotrain-demo-knots2-1315550258

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("dav3794/autotrain-demo-knots2-1315550258", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("dav3794/autotrain-demo-knots2-1315550258", use_auth_token=True)

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

outputs = model(**inputs)