SparPR is a runtime mechanism that recovers the key-value cache during LLM inference on consumer GPUs by selecting, budgeting, and recomputing blocks on demand, without changing model weights or requiring offline…

#LLMInference #KVCache #ConsumerGPU #EfficientAI
https://arxiv.org/abs/2610.18140