ell-syntax – AI Model by archipela | AlphaNeural AI

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archipela/
ell-syntax

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text-regression

huynhdoo/autotrain-data-ell-syntax

co2_eq_emissions

endpoints_compatible

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Model Trained Using AutoTrain

Problem type: Single Column Regression
Model ID: 2218471162
CO2 Emissions (in grams): 6.2663

Validation Metrics

Loss: 0.237
MSE: 0.237
MAE: 0.393
R2: 0.438
RMSE: 0.487
Explained Variance: 0.477

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/huynhdoo/autotrain-ell-syntax-2218471162

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("huynhdoo/autotrain-ell-syntax-2218471162", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("huynhdoo/autotrain-ell-syntax-2218471162", use_auth_token=True)

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

outputs = model(**inputs)