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
File size: 825 Bytes
7a1890d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | {
"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
} |