{
  "generated_by": "DGR-017 meshnet_node.glm_alpha.planner",
  "target": {
    "gguf_repo_id": "unsloth/GLM-5.2-GGUF",
    "gguf_revision": "abc55e72527792c6e77069c99b4cb7de16fa9f23",
    "quantization": "UD-IQ1_S",
    "total_bytes": 216715360960,
    "total_gib": 201.832,
    "total_gb": 216.715
  },
  "manifest_sha256": "0b6aed04479d204902bb64c0203f1a46cab26a47b378ecccf85237b63f6c1962",
  "architecture_snapshot_sha256": "253fbd94b06b42acc4724ec2c7f33914e2d4cc43f54a36dff6af19a80ae6ceb1",
  "alpha_contract_sha256": "aab23220280c053a3c14ff559df3cb5c9e1bf7f0f7188c6519e2e9d9ad036ed9",
  "kv_assumptions": {
    "dtype": "Q8_0",
    "bytes_per_value": 1.0625,
    "context_tokens": 16384,
    "concurrency": 1,
    "indexer_layout": "conservative",
    "mla_values_per_token_per_layer": 576,
    "backbone_layers": 78,
    "indexer_full_layers": 21,
    "note": "Alpha budgets indexer keys across all 78 layers (current experimental DSA layout), not only the 21 Full layers."
  },
  "kv_table_gib": {
    "16384": {
      "mla_only_q8_gib": 0.73,
      "optimized_dsa_q8_gib": 0.77,
      "conservative_dsa_q8_gib": 0.89,
      "conservative_dsa_f16_gib": 1.68
    },
    "131072": {
      "mla_only_q8_gib": 5.83,
      "optimized_dsa_q8_gib": 6.18,
      "conservative_dsa_q8_gib": 7.12,
      "conservative_dsa_f16_gib": 13.41
    },
    "1048576": {
      "mla_only_q8_gib": 46.62,
      "optimized_dsa_q8_gib": 49.41,
      "conservative_dsa_q8_gib": 56.98,
      "conservative_dsa_f16_gib": 107.25
    }
  },
  "aggregate_hard_fit_floor_gib": 224.0,
  "aggregate_floor_class": "experimental_hard_fit_floor",
  "placement_imbalance_factor": 1.1,
  "tier_table": {
    "32": {
      "physical_usable_gib": 32.0,
      "reserve_gib": 8.0,
      "placement_budget_gib": 24.0,
      "weight_gib": 201.832,
      "kv_gib": 0.89,
      "total_placement_gib": 202.722,
      "arithmetic_minimum_nodes": 9,
      "recommended_nodes": 10,
      "imbalance_factor": 1.1
    },
    "48": {
      "physical_usable_gib": 48.0,
      "reserve_gib": 9.6,
      "placement_budget_gib": 38.4,
      "weight_gib": 201.832,
      "kv_gib": 0.89,
      "total_placement_gib": 202.722,
      "arithmetic_minimum_nodes": 6,
      "recommended_nodes": 6,
      "imbalance_factor": 1.1
    },
    "64": {
      "physical_usable_gib": 64.0,
      "reserve_gib": 12.8,
      "placement_budget_gib": 51.2,
      "weight_gib": 201.832,
      "kv_gib": 0.89,
      "total_placement_gib": 202.722,
      "arithmetic_minimum_nodes": 4,
      "recommended_nodes": 5,
      "imbalance_factor": 1.1
    },
    "96": {
      "physical_usable_gib": 96.0,
      "reserve_gib": 19.2,
      "placement_budget_gib": 76.8,
      "weight_gib": 201.832,
      "kv_gib": 0.89,
      "total_placement_gib": 202.722,
      "arithmetic_minimum_nodes": 3,
      "recommended_nodes": 3,
      "imbalance_factor": 1.1
    },
    "128": {
      "physical_usable_gib": 128.0,
      "reserve_gib": 25.6,
      "placement_budget_gib": 102.4,
      "weight_gib": 201.832,
      "kv_gib": 0.89,
      "total_placement_gib": 202.722,
      "arithmetic_minimum_nodes": 2,
      "recommended_nodes": 3,
      "imbalance_factor": 1.1
    }
  },
  "routes": {
    "recommended_5x64_unified": {
      "node_count": 5,
      "aggregate_usable_gib": 320.0,
      "aggregate_placement_budget_gib": 256.0,
      "required_placement_gib": 202.722,
      "fits": true,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": 53.278,
      "reasons": []
    },
    "recommended_3x96_unified": {
      "node_count": 3,
      "aggregate_usable_gib": 288.0,
      "aggregate_placement_budget_gib": 230.4,
      "required_placement_gib": 202.722,
      "fits": true,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": 27.678,
      "reasons": []
    },
    "recommended_3x128_unified": {
      "node_count": 3,
      "aggregate_usable_gib": 384.0,
      "aggregate_placement_budget_gib": 307.2,
      "required_placement_gib": 202.722,
      "fits": true,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": 104.478,
      "reasons": []
    },
    "fit_probe_2x128_unified": {
      "node_count": 2,
      "aggregate_usable_gib": 256.0,
      "aggregate_placement_budget_gib": 204.8,
      "required_placement_gib": 202.722,
      "fits": true,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": 2.078,
      "reasons": []
    },
    "fit_probe_4x64_unified": {
      "node_count": 4,
      "aggregate_usable_gib": 256.0,
      "aggregate_placement_budget_gib": 204.8,
      "required_placement_gib": 202.722,
      "fits": true,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": 2.078,
      "reasons": []
    },
    "hard_fit_floor_2x112_unified": {
      "node_count": 2,
      "aggregate_usable_gib": 224.0,
      "aggregate_placement_budget_gib": 179.2,
      "required_placement_gib": 202.722,
      "fits": false,
      "meets_hard_fit_floor": true,
      "no_single_node_can_admit_target": true,
      "headroom_gib": -23.522,
      "reasons": [
        "aggregate placement budget 179.2 GiB is below the 202.7 GiB the target needs after each node's reserve"
      ]
    },
    "insufficient_3x64_unified": {
      "node_count": 3,
      "aggregate_usable_gib": 192.0,
      "aggregate_placement_budget_gib": 153.6,
      "required_placement_gib": 202.722,
      "fits": false,
      "meets_hard_fit_floor": false,
      "no_single_node_can_admit_target": true,
      "headroom_gib": -49.122,
      "reasons": [
        "aggregate placement budget 153.6 GiB is below the 202.7 GiB the target needs after each node's reserve",
        "aggregate usable memory 192.0 GiB is below the 224 GiB experimental hard-fit floor"
      ]
    }
  },
  "seams": {
    "3_nodes_2.5gbe": {
      "node_count": 3,
      "seam_count": 2,
      "hidden_size": 6144,
      "bytes_per_token_per_seam": 12288,
      "prefill_bytes_per_seam": 201326592,
      "decode_bytes_per_seam_per_token": 12288,
      "dsa_sideband_bytes_per_query": 8192,
      "link_rate_gbps": 2.5,
      "meets_alpha_minimum": true,
      "is_recommended_link": false,
      "decode_serialization_ms_per_token": 0.0786,
      "decode_latency_ms_per_token": 1.0,
      "decode_bandwidth_share_ms_per_token": 0.0786,
      "prefill_serialization_ms": 1288.49
    },
    "3_nodes_10.0gbe": {
      "node_count": 3,
      "seam_count": 2,
      "hidden_size": 6144,
      "bytes_per_token_per_seam": 12288,
      "prefill_bytes_per_seam": 201326592,
      "decode_bytes_per_seam_per_token": 12288,
      "dsa_sideband_bytes_per_query": 8192,
      "link_rate_gbps": 10.0,
      "meets_alpha_minimum": true,
      "is_recommended_link": true,
      "decode_serialization_ms_per_token": 0.0197,
      "decode_latency_ms_per_token": 1.0,
      "decode_bandwidth_share_ms_per_token": 0.0197,
      "prefill_serialization_ms": 322.123
    },
    "5_nodes_2.5gbe": {
      "node_count": 5,
      "seam_count": 4,
      "hidden_size": 6144,
      "bytes_per_token_per_seam": 12288,
      "prefill_bytes_per_seam": 201326592,
      "decode_bytes_per_seam_per_token": 12288,
      "dsa_sideband_bytes_per_query": 8192,
      "link_rate_gbps": 2.5,
      "meets_alpha_minimum": true,
      "is_recommended_link": false,
      "decode_serialization_ms_per_token": 0.1573,
      "decode_latency_ms_per_token": 2.0,
      "decode_bandwidth_share_ms_per_token": 0.1573,
      "prefill_serialization_ms": 2576.98
    },
    "5_nodes_10.0gbe": {
      "node_count": 5,
      "seam_count": 4,
      "hidden_size": 6144,
      "bytes_per_token_per_seam": 12288,
      "prefill_bytes_per_seam": 201326592,
      "decode_bytes_per_seam_per_token": 12288,
      "dsa_sideband_bytes_per_query": 8192,
      "link_rate_gbps": 10.0,
      "meets_alpha_minimum": true,
      "is_recommended_link": true,
      "decode_serialization_ms_per_token": 0.0393,
      "decode_latency_ms_per_token": 2.0,
      "decode_bandwidth_share_ms_per_token": 0.0393,
      "prefill_serialization_ms": 644.245
    }
  }
}
