Create a proposal for a notebooks repo

Signed-off-by: Ali Maredia <[email protected]>

Author: alimaredia

docs/notebooks/notebooks-repo.md

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+# Create A Repo for InstructLab Notebooks
+
+## Idea Overview
+
+Create a separate repository within the `instructlab` GitHub org called `notebooks`.
+This repository would house [Jupyter notebooks](https://jupyter.org/) organization that illustrate parts of or the entire LAB methodology.
+The `notebooks` repo would be a place where the maintainers of the InstructLab project can collect notebooks for the benefit of the community.
+All notebooks submitted to this repository would be carefully documented and tested before being merged.
+
+## Repository Structure
+
+The repository will have two categories of notebooks. Notebooks either live in the `stages` or `e2e` directories.
+
+```bash
+notebooks
+|
+|- stages
+|   |- sdg
+|   |   |- requirements.txt
+|   |   |- sdg.ipynb
+|   |- eval
+|   |   |- requirements.txt
+|   |   |- mt-bench.ipynb
+|
+|- e2e
+    |- combined-stages
+    |   |- training-with-eval
+    |       |- requirements.txt
+    |       |- training-with-eval.ipynb
+    |- use-cases
+    |   |- policy-documents
+    |   |   |- requirements.txt
+    |   |   |- legislative-act.ipynb
+    |   |- instruction-manuals
+    |   |   |- requirements.txt
+    |   |   |- how-to-build-a-house.ipynb
+```
+
+### Notebooks for different InstructLab stages
+
+Notebooks in the `stages` directory show off one of the stages of the InstructLab process.
+Some examples of stages are training, evaluation, and document pre-processing.
+
+### Notebooks for End-to-End (e2e) use cases
+
+Notebooks in the `e2e` directory go through parts of or the entire InstructLab workflow.
+These notebooks can reflect real world use cases from start to finish, or be based on two or more stages from the `stages` directory that users might want to reference or use.
+
+## Additional Info
+
+This repo would not be released as a package on PYPI but initially as just `.zip` and `.tar.gz` files on GitHub.
+Releases would serve the purpose of giving users specific versions of notebooks they could run reliably.