NNFabrik
Introduction
Getting started
Preparation
Tutorial 1: Train your first model with NNFabrik
Tutorial 2: Train a model with checkpointing
Tutorial 3: Do transfer learning with NNFabrik
NNFabrik
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Preparation
Dataset
Model
Trainer
Tutorial 1: Train your first model with NNFabrik
The Fabrikant Table
The Dataset Table
The Model Table
The Trainer Table
The Seed Table
The TrainedModel Table
Create your TrainedModel table
Populate (fill up) the TrainedModel table
Tutorial 2: Train a model with checkpointing
Tutorial 3: Do transfer learning with NNFabrik
Model-state Transfer
Data Transfer (Knowledge Distillation)
The intermediate transfer step (dataset generation)
Final transfer step (using the generated dataset)