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      },
      "src": "公开报道（125B 总参，含 51B N-gram、4B MTP）；专家维度和 KV 结构为估算"
    },
    "moonshot/kimi-k3": {
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      "short": "Kimi K3",
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      "src": "模型卡（2.8T 总参、104B 激活、93 层、896 专家）；隐藏维度和 MLA 层数为估算"
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  },
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      "name": "RTX PRO 5000 48GB",
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    "rtxpro6000d-84g": {
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      "name": "RTX PRO 6000 96GB",
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      "fp8": 1,
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      "price": 220000,
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    "dgx-spark": {
      "name": "DGX Spark (GB10)",
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      "bw": 0.273,
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      "fp8": 0.25,
      "unified": true,
      "pcie": 0,
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    "h200-141g": {
      "name": "H200 141GB",
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      "bw": 4.8,
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      "price": 300000,
      "tdp": 700
    },
    "b300-288g": {
      "name": "B300 288GB",
      "mem": 288,
      "bw": 8,
      "fp4": 13.5,
      "fp8": 4.5,
      "pcie": 100,
      "price": 600000,
      "tdp": 1100
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  },
  "links": {
    "nvlink5": {
      "name": "NVLink5",
      "short": "NVLink5",
      "bw": 900,
      "lat": 2,
      "kind": "nvlink"
    },
    "pcie5-p2p": {
      "name": "PCIe5 同CPU",
      "short": "PCIe5",
      "bw": 50,
      "lat": 3,
      "kind": "pcie"
    },
    "pcie5-xgmi": {
      "name": "PCIe5 跨CPU(xGMI)",
      "short": "xGMI",
      "bw": 30,
      "lat": 6,
      "kind": "pcie"
    },
    "pcie4-p2p": {
      "name": "PCIe4 P2P",
      "short": "PCIe4",
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      "kind": "pcie"
    },
    "eth-100g": {
      "name": "ETH 100G",
      "short": "ETH 100G",
      "bw": 11.5,
      "lat": 10,
      "kind": "eth"
    },
    "eth-200g": {
      "name": "ETH 200G",
      "short": "ETH 200G",
      "bw": 23,
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      "kind": "eth"
    },
    "eth-400g": {
      "name": "ETH 400G",
      "short": "ETH 400G",
      "bw": 46,
      "lat": 10,
      "kind": "eth"
    },
    "eth-800g": {
      "name": "ETH 800G",
      "short": "ETH 800G",
      "bw": 92,
      "lat": 10,
      "kind": "eth"
    }
  },
  "modes": {
    "agg": {
      "name": "混合部署",
      "desc": "Prefill 与 Decode 同一组卡，chunked prefill 混批"
    },
    "pd": {
      "name": "PD 分离",
      "desc": "P 放全部层，KV 传给 D"
    },
    "pd-asym": {
      "name": "非对称 PD",
      "desc": "P 只放 encoder 层，D 补算末尾 token",
      "yoco": true
    },
    "layer-split": {
      "name": "按层拆",
      "desc": "A 组跑 encoder（含全部 Prefill），B 组跑 decoder，Decode 跨组流水",
      "yoco": true
    }
  },
  "kvPlaces": {
    "hbm": "显存",
    "host-cache": "主机内存缓存层",
    "host-stream": "主机内存常驻"
  }
}