

First posted in my [Kaggle](https://www.kaggle.com/code/wesleyacheng/sms-spam-classification-with-bert).

You know what really grinds my gears. Spam! 😤

I made a sms spam classifier using [transfer learning](https://en.wikipedia.org/wiki/Transfer_learning) on [BERT](https://ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html) with a [Singaporean SMS Spam dataset](https://huggingface.co/datasets/sms_spam).
{"language": ["en"], "license": "apache-2.0", "datasets": ["sms_spam"], "metrics": ["f1", "accuracy"], "pipeline_tag": "text-classification", "widget": [{"text": "+26.787$ burn out in 24 hours, Let it have drowned, http://bit.ly/7ayp", "example_title": "Spam Example"}, {"text": "Hey want to cook something together tonight?", "example_title": "Ham Example"}]}
transformers pytorch safetensors distilbert text-classification en dataset:sms_spam license:apache-2.0 autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #safetensors #distilbert #text-classification #en #dataset-sms_spam #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us 



First posted in my Kaggle.

You know what really grinds my gears. Spam! 

I made a sms spam classifier using transfer learning on BERT with a Singaporean SMS Spam dataset.
TAGS
#transformers #pytorch #safetensors #distilbert #text-classification #en #dataset-sms_spam #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us 
