PEFT LoRA adapter + restore-token embeddings for RestoreKV
(paper), a budget-matched, single-pass
plug-in that recovers full-cache behavior under aggressive KV cache eviction on
top of KVzip.
Base model: Qwen/Qwen3-8B — base scorer: KVzip+
adapter_model.safetensors: rank-8 LoRA (α=16) on q/k/v/o/gate/up/down proj
