{
  "artifact": "sprint13_delta_census",
  "sprint": "13",
  "claim": "Whether independently-trained full fine-tunes of one base move along SHARED subspaces, measured against the random-subspace null.",
  "null_model": "two random k-dimensional subspaces of R^d have expected overlap k/d; every consensus figure is reported as a MULTIPLE of that",
  "census": {
    "base": "Qwen/Qwen2.5-0.5B-Instruct",
    "candidates": [
      "unsloth/Qwen2.5-0.5B-Instruct",
      "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
      "ReDiX/Qwen2.5-0.5B-Instruct-ITA",
      "cmcheng/DeepMath-GRPO_Qwen2.5-0.5B-Instruct",
      "Vikhrmodels/Vikhr-Qwen-2.5-0.5b-Instruct",
      "zlyngkhoi/qwen2.5-0.5b-instruction-following-sft",
      "Ihor/Text2Graph-R1-Qwen2.5-0.5b",
      "manycore-research/SpatialLM1.1-Qwen-0.5B",
      "reaperdoesntknow/DeepReasoning_1R",
      "Nanthasit/sakthai-context-0.5b-tools",
      "aakashMeghwar01/SindhiLM-Qwen-0.5B-v2",
      "furiosa-ai/Qwen2.5-0.5B-Instruct"
    ],
    "n_candidates": 12,
    "n_included": 7,
    "included": [
      "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
      "cmcheng/DeepMath-GRPO_Qwen2.5-0.5B-Instruct",
      "Vikhrmodels/Vikhr-Qwen-2.5-0.5b-Instruct",
      "zlyngkhoi/qwen2.5-0.5b-instruction-following-sft",
      "Ihor/Text2Graph-R1-Qwen2.5-0.5b",
      "manycore-research/SpatialLM1.1-Qwen-0.5B",
      "Nanthasit/sakthai-context-0.5b-tools"
    ],
    "excluded": [
      {
        "repo": "unsloth/Qwen2.5-0.5B-Instruct",
        "why": "delta is exactly zero -- a re-upload, not a fine-tune"
      },
      {
        "repo": "ReDiX/Qwen2.5-0.5B-Instruct-ITA",
        "why": "shape mismatch or missing tensors",
        "n_bad": 21,
        "example": "model.layers.0.self_attn.q_proj.weight"
      },
      {
        "repo": "reaperdoesntknow/DeepReasoning_1R",
        "why": "delta contains non-finite values",
        "n_bad": 21,
        "example": "model.layers.0.self_attn.q_proj.weight"
      },
      {
        "repo": "aakashMeghwar01/SindhiLM-Qwen-0.5B-v2",
        "why": "shape mismatch or missing tensors",
        "n_bad": 21,
        "example": "model.layers.0.self_attn.q_proj.weight"
      },
      {
        "repo": "furiosa-ai/Qwen2.5-0.5B-Instruct",
        "why": "download failed: OSError: No such device (os error 19)"
      }
    ],
    "tensors_censused": [
      "model.layers.0.self_attn.q_proj.weight",
      "model.layers.2.self_attn.q_proj.weight",
      "model.layers.9.self_attn.q_proj.weight",
      "model.layers.0.self_attn.k_proj.weight",
      "model.layers.2.self_attn.k_proj.weight",
      "model.layers.9.self_attn.k_proj.weight",
      "model.layers.0.self_attn.v_proj.weight",
      "model.layers.2.self_attn.v_proj.weight",
      "model.layers.9.self_attn.v_proj.weight",
      "model.layers.0.self_attn.o_proj.weight",
      "model.layers.2.self_attn.o_proj.weight",
      "model.layers.9.self_attn.o_proj.weight",
      "model.layers.0.mlp.gate_proj.weight",
      "model.layers.2.mlp.gate_proj.weight",
      "model.layers.9.mlp.gate_proj.weight",
      "model.layers.0.mlp.up_proj.weight",
      "model.layers.2.mlp.up_proj.weight",
      "model.layers.9.mlp.up_proj.weight",
      "model.layers.0.mlp.down_proj.weight",
      "model.layers.2.mlp.down_proj.weight",
      "model.layers.9.mlp.down_proj.weight"
    ],
    "top_k": 16,
    "zero_delta_contributions_dropped": [
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.self_attn.q_proj.weight"
      },
      {
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        "tensor": "model.layers.2.self_attn.q_proj.weight"
      },
      {
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        "tensor": "model.layers.9.self_attn.q_proj.weight"
      },
      {
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        "tensor": "model.layers.0.self_attn.k_proj.weight"
      },
      {
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        "tensor": "model.layers.2.self_attn.k_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.9.self_attn.k_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.self_attn.v_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.2.self_attn.v_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.9.self_attn.v_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.self_attn.o_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.mlp.gate_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.2.mlp.gate_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.9.mlp.gate_proj.weight"
      },
      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.mlp.up_proj.weight"
      },
      {
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        "tensor": "model.layers.2.mlp.up_proj.weight"
      },
      {
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        "tensor": "model.layers.9.mlp.up_proj.weight"
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      {
        "repo": "huihui-ai/Qwen2.5-0.5B-Instruct-abliterated-v3",
        "tensor": "model.layers.0.mlp.down_proj.weight"
      }
    ],
    "n_zero_delta_dropped": 17,
    "zero_delta_note": "a zero matrix has no singular subspace, so these contributions would have entered the pairwise overlap as RANDOM subspaces. All are from the abliterated model, which modifies only o_proj and down_proj.",
    "per_tensor": [
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  "does_not_prove": [
    "One base model, one size (0.5B), one family. Delta structure is known to depend on scale and on fine-tuning recipe.",
    "Top-16 directions per tensor via randomized SVD with two power iterations, not a full spectrum.",
    "A sample of tensors -- first/middle/last layer for each projection kind -- not every tensor.",
    "Subspace overlap is a geometric statement. It does not establish that a shared basis would COMPRESS well, which is Sprint 15's question."
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  "generated_utc": "2026-08-27T08:13:32.369600+00:00",
  "git_rev": "unknown",
  "git_dirty": "unknown",
  "run_id": "b857b28034774386",
  "host_kind": "Darwin-arm64",
  "provenance_schema": "gpu-cert-provenance/1"
}