📄️ Introduction to Plugins
Overview
📄️ Setting Up a New Plugin
Creating the Plugin Structure
📄️ Creating a Demo Plugin Script
This guide explains how to create a simple demo plugin for Transformer Lab using the tlab_trainer decorator class. Demo plugins are a great way to understand how the Transformer Lab plugin system works without needing to implement complex functionality. This example will focus on creating a plugin that simply takes parameters and prints them.
📄️ Creating a Trainer Plugin Script
This guide explains how to adapt your existing training scripts to work with Transformer Lab using the tlab_trainer decorator class. By integrating with Transformer Lab, your training scripts gain progress tracking, parameter management, dataset handling, and integrated logging with minimal code changes. This is a part of the active development we are conducting with the Transformer Lab Plugin SDK to make integrating third-party plugins easier.
📄️ Creating an Evaluation Plugin Script
This guide explains how to adapt your existing evaluation scripts to work with Transformer Lab using the tlab_evals decorator class. By integrating with Transformer Lab, your evaluation scripts gain progress tracking, parameter management, model loading, results visualization, and integrated logging with minimal code changes.
📄️ Creating a Generation Plugin Script
This guide explains how to adapt your existing dataset generation scripts to work with Transformer Lab using the tlab_gen decorator class. By integrating with Transformer Lab, your generation scripts gain progress tracking, parameter management, dataset creation, and automatic upload capabilities with minimal code changes.