What synthetic-document fine-tuning transmits, and what it doesn't: a layered dissociation in evaluation-aware behavior on Qwen2.5-7B
May 19, 2026
Synthetic-document fine-tuning on Qwen2.5-7B installs the corpus belief at the recognition layer, not in generation, and the only task-behavior effect attaches to the wrong cue.