ended3월 24일· 1 sources
Pool spare GPU capacity to run LLMs at larger scale
여유 GPU 자원을 모아 대규모 LLM을 분산 실행하기
Why it matters
mesh-llm is a tool that pools spare GPU capacity across machines to run LLMs at larger scale, automatically distributing models via pipeline parallelism for dense models or expert sharding for MoE models with zero cross-node inference traffic. It provides an OpenAI-compatible API, supports multi-model serving, latency-aware peer selection, and demand-aware rebalancing, requiring only a single command to join or create a mesh network.
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mesh-llmGPU poolingpipeline parallelismMoE shardingGGUFllama-server