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test_readme.md

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-# Testing Your Exported Model
-
-This bundle contains a fully runnable bigram language model. No GPU,
-no external dependencies - Python 3.8+ standard library only.
-
-## Files
-
-| File | Purpose |
-|------|---------|
-| `model.json` | The trained model (transitions + config + metrics) |
-| `test.py` | Interactive chat wrapper |
-| `test.sh` | Test harness (validates + generates samples) |
-| `run.sh` | Minimal launcher for test.py |
-
-## Quick Start
-
-### macOS / Linux
-
-```bash
-chmod +x test.sh run.sh
-./test.sh
-```
-
-### Windows (PowerShell)
-
-```powershell
-python test.py
-```
-
-### One-shot generation
-
-```bash
-python3 test.py alice
-# => alice… (seed-dependent continuation)
-```
-
-### Custom temperature
-
-```bash
-python3 test.py --temperature 0.5
-python3 test.py alice --temperature 1.2
-```
-
-## Manual Test
-
-```bash
-python3 -c "import json; m=json.load(open('model.json')); print(len(m['vocab']), 'tokens,', len(m['transitions']), 'states')"
-```
-
-Expected output: `<N> tokens, <M> states`.
-
-## Troubleshooting
-
-- **`python3 not found`** - install Python 3.8+ from https://python.org
-- **`model.json not found`** - make sure you are inside the extracted directory
-- **`Permission denied`** - run `chmod +x test.sh run.sh` first