LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay
First demonstrated cross-model handoff of persistent recurrent inference state between Qwen3.5 4B and 9B hybrid models without target prefix replay.