notebook-finetuning
| Version | 2026.144.1443 |
| Repo | superproject |
Unsloth fine-tuning notebook collection
Provisions Unsloth fine-tuning notebooks into the workspace
volume’s finetuning/ subdirectory at deploy time. Includes
Unsloth_Setup, Vision_Training, SFT, GRPO, DPO, Reward,
RLOO, and QLoRA variants. Data-only — no packages, no
services. Consumed by jupyter-ml-notebook for an Unsloth-ready
JupyterLab image.
Acceptance plan
Section titled “Acceptance plan”This candy’s plan: — the runnable spec charly check executes against a live deployment. check: steps are idempotent probes; run: steps change state.
| Intent | Step |
|---|---|
check |
the finetuning subdirectory is provisioned in the workspace |
check |
the Unsloth_Setup producer notebook is present |
check |
the Unsloth_Setup producer notebook is staged in the image data tree |
check |
the notebooks.yaml manifest cataloguing the collection is staged |
check |
a substantial collection of training notebooks is staged, not just the setup notebook |
agent-check |
the notebooks span the documented Unsloth training methods (SFT, GRPO, DPO, Reward, RLOO, QLoRA) as runnable examples |
check |
file=/data/workspace/finetuning |
check |
file=/data/workspace/finetuning/03_SFT_Training_Qwen.ipynb |
check |
file=/data/workspace/finetuning/08_QLoRA_Multi_Adapter_Qwen_Think.ipynb |