# Offline

Airplane. No network. No pip.

## read

`index.html` or markdown under `studies/` · `dissertation/`.

## verify

```
make test
python3 studies/run.py test
```

## local

| path | contents |
|---|---|
| `studies/models/inkling/reference/` | Hub config + transformers |
| `studies/models/kimi-k3/reference/` | facts.json + blog/docs |
| `studies/*/derived/` | generated SPECs |
| `dissertation/main.ipynb` | MSc (TF/Keras to run) |

## online

```
make refresh MODEL=inkling
make refresh MODEL=kimi-k3
make sync
```

Python ≥ 3.10 stdlib. Optional: `make`.