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# From Three Teachers to Dual Cognition: Topology-Aware Multi-Teacher Distillation and Role-Conditioned Self-Critique at 1.7B Scale
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**Roy S. Colca**
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---
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license: apache-2.0
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datasets:
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- nohurry/Opus-4.6-Reasoning-3000x-filtered
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- 0xZee/dataset-CoT-Linear-Algebra-667
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language:
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- en
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# From Three Teachers to Dual Cognition: Topology-Aware Multi-Teacher Distillation and Role-Conditioned Self-Critique at 1.7B Scale
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**Roy S. Colca**
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