Add github template for using your own python run script
If you're interested in using AllenNLP for model development, we recommend you check out the
[AllenNLP Guide](https://guide.allennlp.org). When you're ready to start your project, we've
-created a template repository that you can use as a starting place:
-https://github.com/allenai/allennlp-template-config-files.
+created a couple of template repositories that you can use as a starting place:
+
+* If you want to use `allennlp train` and config files to specify experiments, use [this
+ template](https://github.com/allenai/allennlp-template-config-files). We recommend this approach.
+* If you'd prefer to use python code to configure your experiments and run your training loop, use
+ [this template](https://github.com/allenai/allennlp-template-python-script). There are a few
+ things that are currently a little harder in this setup (loading a saved model, and using
+ distributed training), but except for those its functionality is equivalent to the config files
+ setup.
## Package Overview
