Instructions to use bahree/ModelAdaptationBook with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use bahree/ModelAdaptationBook with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
| { | |
| "base_model": "Qwen/Qwen3-4B-Instruct-2507", | |
| "fine_tuned_model": "chapter06/runs/sft_run1", | |
| "num_examples": 50, | |
| "base_f1_by_category": { | |
| "general": 0.15098858874537574, | |
| "hardware": 0.17994580390949172, | |
| "linux": 0.18673442106056323, | |
| "networking": 0.1624011106086349, | |
| "security": 0.11330905284593847, | |
| "software": 0.1304952578294061, | |
| "windows": 0.1703345787165342 | |
| }, | |
| "ft_f1_by_category": { | |
| "general": 0.14070010856299378, | |
| "hardware": 0.20194588857410795, | |
| "linux": 0.13579160746809035, | |
| "networking": 0.17503427202806926, | |
| "security": 0.12572012563153076, | |
| "software": 0.11840711286641288, | |
| "windows": 0.13701265415714686 | |
| }, | |
| "base_overall_f1": 0.15620900569513974, | |
| "ft_overall_f1": 0.14765964987162913, | |
| "base_refusal_rate": 0.0, | |
| "ft_refusal_rate": 0.0 | |
| } |