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dataset-templater-lora
Qwen2.5-14B-Instruct LoRA for dataset schema templating.
Eval (190-item holdout)
- shape_match: 25.3%% -> 68.4%% (+43pp)
- column_sanity: 52.1%% -> 91.6%% (+40pp)
- valid_json: 100%% (both)
Trained on 2000 synthesized schema-mapping examples across 13 families including adversarial legal-structured datasets and hard-negative refusal cases.
Use
Hot-load via llama.cpp /lora-adapters/load. See adapters/qwen2514binstruct/ for GGUF and safetensors.
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