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most citedThinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models

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cs.CL2025

Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?

Basab Jha, Firoj Paudel

The application of on-device language models (ODLMs) on resource-constrained edge devices is a multi-dimensional problem that strikes a fine balance between computational effective…