See the blog post.

We take a dummy example (a Model made of Layers, each layer using the same Vocab), and cover different ways of configuring pipelines

• with python
• with-json
• with-assembler
• with-gin

pip install -r requirements.txt

Each of the examples contains a detailed README as well as a run.py script.