{
  "status": "passed",
  "known_arithmetic_and_mtp_exclusion": "passed",
  "split_aggregation": "passed",
  "negative_cases_rejected": [
    "missing shard",
    "wrong shard index",
    "wrong tensor count",
    "mismatched architecture",
    "duplicate tensor",
    "bad MTP metadata"
  ],
  "incomplete_and_aux_files_not_opened": true,
  "independent_python_reader_matches": [
    {
      "model": "gemma-4-31b-it/bartowski/google_gemma-4-31B-it-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 30697345596,
      "tensor_bytes": 19582654704,
      "exact_integer_match": true
    },
    {
      "model": "gemma-4-e4b-it/bartowski/google_gemma-4-E4B-it-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 7518069290,
      "tensor_bytes": 5389342888,
      "exact_integer_match": true
    },
    {
      "model": "glm-4.6v-flash/bartowski/zai-org_GLM-4.6V-Flash-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 9400279040,
      "tensor_bytes": 6157238272,
      "exact_integer_match": true
    },
    {
      "model": "internvl3.5-30b-a3b/bartowski/OpenGVLab_InternVL3_5-30B-A3B-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 30532122624,
      "tensor_bytes": 18626213888,
      "exact_integer_match": true
    },
    {
      "model": "kimi-vl-a3b-separate/kimi-vl-a3b-thinking-2506/ggml-org/Kimi-VL-A3B-Thinking-2506-bf16.gguf",
      "shards": 1,
      "parameters": 15960110208,
      "tensor_bytes": 31927292416,
      "exact_integer_match": true
    },
    {
      "model": "muse-glimmer-30b/bartowski/Muse-Glimmer-30B-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 27854794240,
      "tensor_bytes": 17293209856,
      "exact_integer_match": true
    },
    {
      "model": "qwen3.5-4b/bartowski/Qwen_Qwen3.5-4B-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 4326350848,
      "tensor_bytes": 3002058752,
      "exact_integer_match": true
    },
    {
      "model": "qwen3.6-35b-a3b/bartowski/Qwen_Qwen3.6-35B-A3B-Q4_K_M.gguf",
      "shards": 1,
      "parameters": 35505251456,
      "tensor_bytes": 22274089472,
      "exact_integer_match": true
    },
    {
      "model": "qwen3.5-4b/bartowski/Qwen_Qwen3.5-4B-bf16.gguf",
      "shards": 1,
      "parameters": 4326350848,
      "tensor_bytes": 8654651392,
      "exact_integer_match": true
    },
    {
      "model": "qwen3.5-4b/unsloth/Qwen3.5-4B-BF16.gguf",
      "shards": 1,
      "parameters": 4205751296,
      "tensor_bytes": 8413425664,
      "exact_integer_match": true
    },
    {
      "model": "qwen3.6-35b-a3b/bartowski/BF16/Qwen_Qwen3.6-35B-A3B-bf16/Qwen_Qwen3.6-35B-A3B-bf16.gguf",
      "shards": 2,
      "parameters": 35505251456,
      "tensor_bytes": 71054950912,
      "exact_integer_match": true
    }
  ],
  "note": "GGUFReader cross-checks tensor counts/sizes; independent main-MTP rule checked by the arithmetic fixture and local llama.cpp n_layer_all - n_layer_nextn implementation."
}