Modelpublic

rstanic/autotrain-test1-1297049687

sourceHugging Faceupdated 4y agoView on Hugging Face

0likes13downloads

Model Card

Model Trained Using AutoTrain

—Problem type: Multi-class Classification
—Model ID: 1297049687
—CO2 Emissions (in grams): 0.0705

Validation Metrics

—Loss: 0.603
—Accuracy: 0.738
—Macro F1: 0.725
—Micro F1: 0.738
—Weighted F1: 0.737
—Macro Precision: 0.730
—Micro Precision: 0.738
—Weighted Precision: 0.738
—Macro Recall: 0.722
—Micro Recall: 0.738
—Weighted Recall: 0.738

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/mclion/autotrain-test1-1297049687

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("mclion/autotrain-test1-1297049687", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("mclion/autotrain-test1-1297049687", use_auth_token=True)

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

outputs = model(**inputs)