DeServe combines KV cache offloading and microbatch scheduling to maintain high LLM offline inference throughput in high-latency decentralized environments.
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DeServe: Towards Affordable Offline LLM Inference via Decentralization
DeServe combines KV cache offloading and microbatch scheduling to maintain high LLM offline inference throughput in high-latency decentralized environments.