harmonic_stack.json

{
  "name": "harmonic_stack_v1",
  "created_at": "2026-01-27T19:56:46.139189",
  "merge_core": {
    "n_junctions": 45159,
    "size_kb": 176.40234375,
    "file": "merge_core_junctions.npy"
  },
  "models": [
    {
      "name": "deepseek-coder-1.3b-instruct",
      "category": "code",
      "n_junctions": 716,
      "junction_kb": 2.796875,
      "n_params": 1293459,
      "size_gb": 3.677483869,
      "junction_file": "model_junctions/deepseek-coder-1.3b-instruct_junctions.npy"
    },
    {
      "name": "tinyllama-1.1b",
      "category": "general",
      "n_junctions": 0,
      "junction_kb": 0.0,
      "n_params": 0,
      "size_gb": 4.422800793,
      "junction_file": "model_junctions/tinyllama-1.1b_junctions.npy"
    },
    {
      "name": "phi-2",
      "category": "general",
      "n_junctions": 34881,
      "junction_kb": 136.25390625,
      "n_params": 34881,
      "size_gb": 5.135891328,
      "junction_file": "model_junctions/phi-2_junctions.npy"
    },
    {
      "name": "deepseek-coder-1.3b-instruct-hf",
      "category": "code",
      "n_junctions": 0,
      "junction_kb": 0.0,
      "n_params": 0,
      "size_gb": 5.414213372,
      "junction_file": "model_junctions/deepseek-coder-1.3b-instruct-hf_junctions.npy"
    },
    {
      "name": "phi-2",
      "category": "general",
      "n_junctions": 0,
      "junction_kb": 0.0,
      "n_params": 0,
      "size_gb": 5.5595077,
      "junction_file": "model_junctions/phi-2_junctions.npy"
    },
    {
      "name": "qwen2-1.5b",
      "category": "general",
      "n_junctions": 0,
      "junction_kb": 0.0,
      "n_params": 0,
      "size_gb": 7.15521335,
      "junction_file": "model_junctions/qwen2-1.5b_junctions.npy"
    },
    {
      "name": "deepseek-coder-6.7b-instruct",
      "category": "code",
      "n_junctions": 716,
      "junction_kb": 2.796875,
      "n_params": 3440835,
      "size_gb": 18.311346315,
      "junction_file": "model_junctions/deepseek-coder-6.7b-instruct_junctions.npy"
    },
    {
      "name": "deepseek-coder-6.7b-base",
      "category": "code",
      "n_junctions": 716,
      "junction_kb": 2.796875,
      "n_params": 3440835,
      "size_gb": 18.312180417,
      "junction_file": "model_junctions/deepseek-coder-6.7b-base_junctions.npy"
    },
    {
      "name": "deepseek-coder-6.7b",
      "category": "code",
      "n_junctions": 7937,
      "junction_kb": 31.00390625,
      "n_params": 6740512768,
      "size_gb": 26.962144086,
      "junction_file": "model_junctions/deepseek-coder-6.7b_junctions.npy"
    },
    {
      "name": "deepseek-math-7b",
      "category": "math",
      "n_junctions": 7974,
      "junction_kb": 31.1484375,
      "n_params": 6910365696,
      "size_gb": 27.641550162,
      "junction_file": "model_junctions/deepseek-math-7b_junctions.npy"
    },
    {
      "name": "starcoder2-7b",
      "category": "code",
      "n_junctions": 7802,
      "junction_kb": 30.4765625,
      "n_params": 7173923840,
      "size_gb": 28.695858652,
      "junction_file": "model_junctions/starcoder2-7b_junctions.npy"
    },
    {
      "name": "mistral-7b-instruct",
      "category": "reasoning",
      "n_junctions": 11327,
      "junction_kb": 44.24609375,
      "n_params": 7241732096,
      "size_gb": 28.967021422,
      "junction_file": "model_junctions/mistral-7b-instruct_junctions.npy"
    },
    {
      "name": "qwen2.5-coder-7b",
      "category": "code",
      "n_junctions": 11044,
      "junction_kb": 43.140625,
      "n_params": 7615616512,
      "size_gb": 30.462574406,
      "junction_file": "model_junctions/qwen2.5-coder-7b_junctions.npy"
    },
    {
      "name": "qwen2-7b",
      "category": "general",
      "n_junctions": 9243,
      "junction_kb": 36.10546875,
      "n_params": 7615616512,
      "size_gb": 30.462574406,
      "junction_file": "model_junctions/qwen2-7b_junctions.npy"
    }
  ],
  "specialists": {
    "code": "qwen2.5-coder-7b",
    "general": "qwen2-7b",
    "math": "deepseek-math-7b",
    "reasoning": "mistral-7b-instruct"
  },
  "stats": {
    "total_models": 14,
    "total_params": 43305977434,
    "total_original_gb": 241.180360278,
    "total_individual_junctions": 92356,
    "unified_junctions": 45159,
    "overlap_percentage": 51.10333925245788,
    "merge_core_kb": 176.40234375
  }
}