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https://huggingface.co/spaces/build-small-hackathon/papertrail/resolve/main/scripts/README.md
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| # scripts — one-command setup & run helpers | |
| Thin wrappers so a fresh clone (or your brother) gets running without memorising flags. | |
| **Planned scripts** | |
| - `download_model.sh` — the `huggingface-cli download` for model + mmproj (README Step 1). | |
| - `serve.sh` — launch llama-server with the confirmed flags; `THINKING=on|off` switch. | |
| - `dev.sh` — run the Gradio app against the mock client (`PAPERTRAIL_MOCK=true`), no GPU. | |
| - `gen_data.sh` — run `train/data` + `train/augment` to build the synthetic set. | |
| **Why it exists / talking point:** every script is a decision you'd otherwise re-explain in Discord. `serve.sh THINKING=off` is the demo-day button; `dev.sh` is what let UI work happen on an 8 GB card. "I made the two-person workflow a two-command workflow." | |