fix(core): implement robust auto-discovery for model layers

fix(core): correct layer paths for HRM and Qwen

chore: remove diagnostic logs

debug(core): add model structure logging

fix(core): add HRM-Text-1B layer path and attention attribute

Switch default model to HRM-Text-1B

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