Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2847083405
CO2 Emissions (in grams): 0.7123

Validation Metrics

Loss: 0.642
Accuracy: 0.795
Macro F1: 0.810
Micro F1: 0.795
Weighted F1: 0.796
Macro Precision: 0.807
Micro Precision: 0.795
Weighted Precision: 0.802
Macro Recall: 0.819
Micro Recall: 0.795
Weighted Recall: 0.795

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/ranajoy98/autotrain-clauses_classifier-2847083405

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("ranajoy98/autotrain-clauses_classifier-2847083405", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("ranajoy98/autotrain-clauses_classifier-2847083405", use_auth_token=True)

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

outputs = model(**inputs)