Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2694580522
CO2 Emissions (in grams): 4.2215

Validation Metrics

Loss: 0.227
Accuracy: 0.950
Macro F1: 0.931
Micro F1: 0.950
Weighted F1: 0.950
Macro Precision: 0.956
Micro Precision: 0.950
Weighted Precision: 0.950
Macro Recall: 0.914
Micro Recall: 0.950
Weighted Recall: 0.950

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/samaresh55/autotrain-finance_data_classification-2694580522

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("samaresh55/autotrain-finance_data_classification-2694580522", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("samaresh55/autotrain-finance_data_classification-2694580522", use_auth_token=True)

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

outputs = model(**inputs)