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    "bytes_copied_per_relevant_activation": 10240,
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      "canonical_decode_accuracy": {
        "entity": 1.0,
        "metadata": 1.0,
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      "hard_negative_accuracy": {
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      "attachment_layer": 41,
      "canonical_protocol": "pcm-canonical-p-v1",
      "canonical_width": 512,
      "format": "pcm-llama-gguf-translate-v1",
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      "model_architecture": "gemma4",
      "model_hidden_width": 2560,
      "model_id": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive",
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      "runtime": "llama.cpp-control-vector",
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    "fit_observed_strengths": {
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    "gate_basis": "universal canonical route acceptance plus supported canonical value",
    "inactive_vram_bytes": 0,
    "model_hidden_query_projection": "not available through llama-server and not claimed",
    "path": "${REPOSITORY_ROOT}/artifacts/gemma4-e4b-q8-llama.translate",
    "recent_kv_source_token_count": 0,
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    "all_inactive_paths_exact": true,
    "bob_generation": true,
    "bob_logit_lift": true,
    "historical_rejected": true,
    "invalidated_rejected": true,
    "natural_irrelevant_exact": true,
    "server_alice_generation": true,
    "server_bob_generation": true,
    "wrong_entity_rejected": true,
    "wrong_relation_rejected": true
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        "label": "gold key",
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  "experiment": "gemma4-e4b-q8-llama-translate-causal-v1",
  "llama_cpp": {
    "cli": "${LOCAL_PATH}",
    "control_vector_generator_failure": "stock generator asserted because Gemma4 did not expose n_layers minus one callback tensors",
    "root": "${LOCAL_PATH}",
    "runtime_attachment": "public llama_set_adapter_cvec API and llama-server control-vector path",
    "server": "${LOCAL_PATH}",
    "version": "version: 10276 (6ea215d17)\nbuilt with GNU 16.1.1 for Linux x86_64"
  },
  "model": {
    "architecture": "gemma4",
    "base_modified": false,
    "block_count": 42,
    "context_length": 131072,
    "embedding_length": 2560,
    "file_type": 7,
    "name": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive",
    "path": "${GEMMA_MODEL}",
    "quantized_gguf": true,
    "sha256": "a4c4177f9fd7e3f56522675afb742f079a53f9226195b7db5e9888c872f053da",
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    "size_bytes": 8133226464,
    "size_label": "7.5B",
    "tensor_count": 720
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  "natural_rp": {
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        "bob_probability": 6.38595666e-05,
        "generated": " \"",
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        "kl_from_base": 0,
        "latency_ms": 598.812609,
        "max_abs_logit_difference_from_base": 0,
        "scale": 0
      },
      {
        "alice_logit": 21.079689,
        "alice_probability": 0.000247380297,
        "bob_logit": 19.7254486,
        "bob_probability": 6.38595666e-05,
        "generated": " \"",
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        "kl_from_base": 0,
        "latency_ms": 511.115942,
        "max_abs_logit_difference_from_base": 0,
        "scale": 0
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      {
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        "bob_probability": 6.38595666e-05,
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    ],
    "prompt": "Rain tapped the observatory windows while the old astronomer adjusted the brass lens. Guest:"
  },
  "prompt": "The silver key currently belongs to",
  "prompt_tokens": 7,
  "runner": {
    "causal_command": [
      "${TEMP_DIR}/planner-cache-run/llama_cpp_causal_runner",
      "--model",
      "${GEMMA_MODEL}",
      "--direction",
      "${TEMP_DIR}/planner-cache-run/gemma-direction.f32",
      "--prompt",
      "The silver key currently belongs to",
      "--scales",
      "0.0,1.999999761581421,-5.000000476837158,0.0,0.0,0.0,0.0,0.0,0.0",
      "--layer",
      "41",
      "--alice-token",
      "32858",
      "--bob-token",
      "15943",
      "--gpu-layers",
      "12"
    ],
    "compilation": {
      "binary_sha256": "ac1683efac4abd95c583633ac77490abbaea860814f745b05931dc1c762e25b7",
      "command": [
        "c++",
        "-std=c++17",
        "-O2",
        "${REPOSITORY_ROOT}/benchmarks/llama_cpp_causal_runner.cpp",
        "-I${LOCAL_PATH}",
        "-I${LOCAL_PATH}",
        "${LOCAL_PATH}",
        "${LOCAL_PATH}",
        "-Wl,-rpath,${LOCAL_PATH}",
        "-o",
        "${TEMP_DIR}/planner-cache-run/llama_cpp_causal_runner"
      ],
      "compile_seconds": 1.2689489720032725,
      "source_sha256": "2beaeaf65c50304ec4dca9321eb2fe542a3f3edbe9084fa293f518b3c1cd6e8f"
    },
    "natural_command": [
      "${TEMP_DIR}/planner-cache-run/llama_cpp_causal_runner",
      "--model",
      "${GEMMA_MODEL}",
      "--direction",
      "${TEMP_DIR}/planner-cache-run/gemma-direction.f32",
      "--prompt",
      "Rain tapped the observatory windows while the old astronomer adjusted the brass lens. Guest:",
      "--scales",
      "0.0,0.0,0.0",
      "--layer",
      "41",
      "--alice-token",
      "32858",
      "--bob-token",
      "15943",
      "--gpu-layers",
      "12"
    ]
  },
  "server_verification": {
    "alice": {
      "command": [
        "${LOCAL_PATH}",
        "--model",
        "${GEMMA_MODEL}",
        "--host",
        "127.0.0.1",
        "--port",
        "46083",
        "--ctx-size",
        "512",
        "--parallel",
        "1",
        "--threads",
        "8",
        "--threads-batch",
        "8",
        "--gpu-layers",
        "12",
        "--no-warmup",
        "--no-context-shift",
        "--log-disable",
        "--control-vector-scaled",
        "${TEMP_DIR}/planner-cache-run/gemma-direction.gguf:1.999999761581421",
        "--control-vector-layer-range",
        "41",
        "41"
      ],
      "content": " Alice",
      "elapsed_seconds": 3.6577627030019357,
      "prompt_ms": 432.977,
      "prompt_tokens": 7
    },
    "bob": {
      "command": [
        "${LOCAL_PATH}",
        "--model",
        "${GEMMA_MODEL}",
        "--host",
        "127.0.0.1",
        "--port",
        "34955",
        "--ctx-size",
        "512",
        "--parallel",
        "1",
        "--threads",
        "8",
        "--threads-batch",
        "8",
        "--gpu-layers",
        "12",
        "--no-warmup",
        "--no-context-shift",
        "--log-disable",
        "--control-vector-scaled",
        "${TEMP_DIR}/planner-cache-run/gemma-direction.gguf:-5.000000476837158",
        "--control-vector-layer-range",
        "41",
        "41"
      ],
      "content": " Bob",
      "elapsed_seconds": 3.2694168429989077,
      "prompt_ms": 418.441,
      "prompt_tokens": 7
    }
  },
  "status": "passed"
}