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#sequence-compression

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kv-cache token-merging inference long-context consumer-gpu llm-serving

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Infrastructure & Runtime

K-Token Merging Compresses Sequences in Latent Space — Lowering the KV Cache Floor for Long-Context Serving on 24GB and 48GB Cards

K-Token Merging compresses prompts in latent space before attention, cutting prefill KV cache 75% on 0.5B models and extending feasible context on 24GB and 48GB consumer GPUs.
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