Data synthesis Research ProjectΒΆ This is the home page of data synthesis project from CNLAB-University of Victoria. GETTING STARTED Installation Requirements Install from Docker Image Install from Custom Environment Pre-requisites Install Dependencies Install smf Post-installation Quickstart: BERT Pre-trained Model Fine-tuning on WAF Dataset Introduction Dataset Introduction Step 1: Prepare the Dataset Step 2: Download the Base Model Step 3: Fine-tune the Model Step 4: Evaluate the Model References codestyle Project Overview Design Principles Functional Architecture Core Modules Configuration Module Data Cleaning Module Data Preparation Module Model Training Module Logging Module Evaluation Module Documentation Module Testing Module Datasets Overview Structure Data Sources Processing Dataset-specific Information