Drew T
1c80b25ac6
feat(phase-22): LoRA specialist pilot tooling — format_finetune + train_lora + api_draft LEAN
format_finetune.py: corpus -> Qwen chat-template instruction JSONL (lean asm->C, 1174 train/133 test).
train_lora.py: Unsloth QLoRA recipe (Qwen2.5-Coder-7B 4-bit, fits 12GB; merges to GGUF for LM Studio).
api_draft.py LEAN=1: ~350-tok asm-only prompt matching the training shape (fine-tuned model needs no
inlined cookbook -> fast). Datasets gitignored. Eval: beat stock-local ~0 on the held-out frozen 20.
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