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  "performance": [],
  "evidence": [
    {
      "kind": "circuit_plan",
      "id": "decode:1",
      "digest": "152bf34432db217a1dc2d69c3483e5625966448fd688c1cee8d51e91fbf4f278"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:2",
      "digest": "9fb0c4f697d16c27e808cf7c31b37aa649ad5396f593d9aa55538864fdff1d1f"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:4",
      "digest": "01dff49ff8d640f63f1280dce9a1a6cad3189d4246f79e65e5488d1020098e10"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:8",
      "digest": "78c60d0a8c47b4e3aa00436bb3fd53e2381837ab52c7dec330e596fa7dede6d6"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:12",
      "digest": "e02afa684597ea508ad3e36e6710729c0b2d976545837a3eed3b0de72c5b69f7"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:16",
      "digest": "a96f6d50c7d307220dd54647433e47124ea8dd9ed8b2e74e24ebc2a69dde3091"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:24",
      "digest": "d7f07e3243d6f96769e64c032d584121c916a2bf32637b343ffabc8d7371214f"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:32",
      "digest": "182c58bea573a11126d2ffd04d9729c36cd31ce6569a1b593d75223cf6552189"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:48",
      "digest": "2f95abc59e918c96ab078e7b962bfd6b46ca10af44397e56e8ab42f9304e3810"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:64",
      "digest": "41567728b92a23be18783715310ac7ecee058e67d1a6272cc9da6a1c2de3f268"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:96",
      "digest": "07662791515403eeb7f7b701ce9ea944336d2b031ce87adf319a529a1148cb74"
    },
    {
      "kind": "circuit_plan",
      "id": "multi_seq:128",
      "digest": "b3c748703a5feefc10b5a77af08efdfd82ed3c9eaa0fb4651340eee5bd79dda1"
    },
    {
      "kind": "circuit_plan",
      "id": "verify:2",
      "digest": "bd01c3cf093e319929bb91b6aa49fcb590d495c354532f1e3fab179d9a2cd2d5"
    },
    {
      "kind": "circuit_plan",
      "id": "verify:3",
      "digest": "05cc3bb745006dc68617e779f5ea72b50cee1c3724f388d3881be506ce2a608d"
    },
    {
      "kind": "circuit_plan",
      "id": "verify:4",
      "digest": "40514213278c5f42788b7d6c891361a381a5125ccbb4d0bd42c350268a9037b5"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:1",
      "digest": "b05422cfb0783c32ae2102b8a65b649561a47719286abab7b7814889dc0b2466"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:2",
      "digest": "394761a68e5ea1b0330e20de429eee0e8fb194ad6d3adf4220af918a4c93d30a"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:5",
      "digest": "93f0efa18d6135b1df4c5b9818ff79bdd9fba36465a5f3e63b2dd49762af072a"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:8",
      "digest": "0eac917b9ae807efbb80f8a2ce12ff2c35ddcd0c899350f32fdc511612e1cb7b"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:9",
      "digest": "662d638ee8085736c9726d76a3c690e127a8191e5f7d9f5aeaaf463a590caf27"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:16",
      "digest": "875fa7469f5323a566c1c6b5c63ae261e14d5a2996723bbd1d5a4b55f81001b8"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:17",
      "digest": "f4342389f11e653c00e2aaa21196570f17c9c6256cf69e74305ac6efab0cdadb"
    },
    {
      "kind": "circuit_plan",
      "id": "draft:32",
      "digest": "765f4169ad0feedd475c3f1f37d9e2b0244b5a275db6e5e8c842fdb694beff42"
    }
  ],
  "provenance": {
    "kind": "preview",
    "engine_commit": "b604fd98d239c96a7b9a8d24f6d57fb7ef378611",
    "planner_sha256": "7868f0ba0b76e82e84446d981859af815def9dad984d67fddfb18086153834d6",
    "planner_built_from": "b604fd98d239c96a7b9a8d24f6d57fb7ef378611",
    "planner_header": {
      "recipe": "qwen3.8/qwen3.8-27b-nvfp4-unsloth",
      "checkpoint": "unsloth/Qwen3.8-27B-NVFP4",
      "target": "gb10/qwen3.8-27b/nvfp4",
      "settings": "activation_quantization=adaptive decode_split_silu=on gemv_sw=on kv_cache_dtype=bf16 lm_head_dtype=bf16 rms_norm_act_quant=off row_tiers=by_rows ssm_ba_gates_hopper=on ssm_batched_recurrent=on ssm_h_dtype=f32 w4a16_tc=on",
      "opt-in levers": "none"
    },
    "commands": [
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode decode --rows 1",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 2",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 4",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 8",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 12",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 16",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 24",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 32",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 48",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 64",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 96",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode multi_seq --rows 128",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode verify --rows 2",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode verify --rows 3",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode verify --rows 4",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 1",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 2",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 5",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 8",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 9",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 16",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 17",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format plan --mode draft --rows 32",
      "met circuit plan --root <tree> --checkpoint qwen3.8/qwen3.8-27b-nvfp4-unsloth --hardware gb10 --precision recipe --format explain --mode decode --rows 1"
    ],
    "files": [
      {
        "path": "kernels/circuits/INSTANCES.toml",
        "sha256": "2267a2a3ac7f6ec18fcce8d003cc82bfe0a19498b0582cbf55853bf508bf881c"
      },
      {
        "path": "recipes/qwen3.8/qwen3.8-27b-nvfp4-unsloth.yaml",
        "sha256": "d740dae13f464b32f85f808427be20cc86a9990fc52921aff716ac6e65724e44"
      },
      {
        "path": "kernels/gb10/HARDWARE.toml",
        "sha256": "8b45b443f05fe6c0d24771121b11359f519f2515a6cb955bc5e8353971523fc1"
      },
      {
        "path": "kernels/DEVICES.toml",
        "sha256": "256d85840f0e77ec84c5fc739f30aacff6bf24775cc8bef344e36647e51e9c25"
      },
      {
        "path": "kernels/circuits/qwen3_5.toml",
        "sha256": "64a2d3106d56a0fb8137c25811e763623f91d15783b4708fa8874c63a9313814"
      },
      {
        "path": "kernels/circuits/blocks/qwen3_hybrid.toml",
        "sha256": "cfe66fc69723840ffe0ff9c5c12b91bb51935aef45898d5ae56567b5f2d38ab6"
      },
      {
        "path": "kernels/gb10/common/KERNEL_FAMILIES.toml",
        "sha256": "fa570a7b011e907c0c05ab03da2388b44e99d02ae50278cd7a98b58a1db3ab40"
      },
      {
        "path": "kernels/circuits/checkpoints/unsloth--Qwen3.8-27B-NVFP4.toml",
        "sha256": "ab75a565830ec530cf5adf3d62ebfa16b048b7c08ef6c6683b92119a10e4ad59"
      }
    ]
  },
  "settings": {
    "activation_quantization": "adaptive",
    "decode_split_silu": "on",
    "gemv_sw": "on",
    "kv_cache_dtype": "bf16",
    "lm_head_dtype": "bf16",
    "rms_norm_act_quant": "off",
    "row_tiers": "by_rows",
    "ssm_ba_gates_hopper": "on",
    "ssm_batched_recurrent": "on",
    "ssm_h_dtype": "f32",
    "w4a16_tc": "on"
  },
  "target": "gb10/qwen3.8-27b/nvfp4"
}