Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 1815762639
CO2 Emissions (in grams): 11.4382

Validation Metrics

Loss: 0.849
Accuracy: 0.794
Macro F1: 0.788
Micro F1: 0.794
Weighted F1: 0.788
Macro Precision: 0.797
Micro Precision: 0.794
Weighted Precision: 0.797
Macro Recall: 0.794
Micro Recall: 0.794
Weighted Recall: 0.794

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/kjhanjee/autotrain-code_classification-1815762639

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("kjhanjee/autotrain-code_classification-1815762639", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("kjhanjee/autotrain-code_classification-1815762639", use_auth_token=True)

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

outputs = model(**inputs)