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BENCH.laptop-blackwell.json

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+{
+  "schema": "szl.estate-cpu-frontier/v1",
+  "formulas": {
+    "hub": "SZLHOLDINGS/szl-formulas",
+    "kind": "SOFTWARE_KERNEL",
+    "registry_count": 21,
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+      "F4",
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+      "F12",
+      "F18",
+      "F19",
+      "F22"
+    ],
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+    "lambda_uniqueness": "CONJECTURE_1",
+    "pytest": {
+      "exit": 0,
+      "label": "MEASURED",
+      "summary": "19 passed in 0.19s"
+    },
+    "reed_solomon_n10_k4": 7,
+    "madhava_pi_approx": 3.09162380666784,
+    "proven_status_count": 12,
+    "cut": "Leaders paste MTEB. We ship 21 typed formulas with Lean proof-status, locked-8 never inflated, \u039b uniqueness open."
+  },
+  "kernels": [
+    {
+      "hub": "SZLHOLDINGS/szl-formulas",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-formulas",
+      "weights": false,
+      "eval_exit": 0,
+      "eval_tail": "PASS: no model.joblib; no pickle loader calls in source. Kernel source is the approved path.\n",
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-lambda-gate",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-lambda-gate",
+      "weights": false,
+      "pytest": {
+        "exit": 2,
+        "label": "FAIL",
+        "summary": "1 error in 4.50s"
+      },
+      "label": "FAIL",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-governed-norm",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-governed-norm",
+      "weights": false,
+      "pytest": {
+        "exit": 2,
+        "label": "FAIL",
+        "summary": "6 errors in 3.75s"
+      },
+      "label": "FAIL",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-ouroboros",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-ouroboros",
+      "weights": false,
+      "eval_exit": 0,
+      "eval_tail": "PASS: no model.joblib; no pickle loader calls in source. Kernel source is the approved path.\n",
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-invariants",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-invariants",
+      "weights": false,
+      "eval_exit": 0,
+      "eval_tail": "PASS: no model.joblib; no pickle loader calls in source. Kernel source is the approved path.\n",
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-nemo",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-nemo",
+      "weights": false,
+      "eval_exit": 0,
+      "eval_tail": "PASS: no model.joblib; no pickle loader calls in approved path. rule_check is ground truth.\n",
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-blocked",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-blocked",
+      "weights": false,
+      "eval_exit": 0,
+      "eval_tail": "PASS: no model.joblib; no pickle loader calls in source. Kernel source is the approved path.\n",
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/YARQA-ATTN",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\YARQA-ATTN",
+      "weights": false,
+      "pytest": {
+        "exit": 0,
+        "label": "MEASURED",
+        "summary": "8 passed, 18 skipped in 0.11s"
+      },
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-receipt-attn",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-receipt-attn",
+      "weights": false,
+      "pytest": {
+        "exit": 0,
+        "label": "MEASURED",
+        "summary": "8 passed, 8 skipped in 0.24s"
+      },
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-maskmod",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-maskmod",
+      "weights": false,
+      "pytest": {
+        "exit": 0,
+        "label": "MEASURED",
+        "summary": "12 passed in 6.70s"
+      },
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    },
+    {
+      "hub": "SZLHOLDINGS/szl-block-kv",
+      "path": "C:\\Users\\steph\\work-pr\\kernels\\szl-block-kv",
+      "weights": false,
+      "pytest": {
+        "exit": 0,
+        "label": "MEASURED",
+        "summary": "10 passed in 5.34s"
+      },
+      "label": "MEASURED",
+      "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool."
+    }
+  ],
+  "nanos": [
+    {
+      "hub": "SZLHOLDINGS/MiniEmbed-Nano",
+      "file": "mini_embed.npz",
+      "bytes": 6892,
+      "sha256": "ae31a3a7214d1f142d8ea3f4f86c35bdedd7c108bc5d04ea00c87e7b674e6e3b",
+      "label": "MEASURED",
+      "kind": "numpy",
+      "unsloth": "wrong tool \u2014 construction is build(seed) or tiny MLP",
+      "cut": "Inspectable silhouette. Not a 70B stand-in."
+    },
+    {
+      "hub": "SZLHOLDINGS/Moons-Nano",
+      "file": "moons.npz",
+      "bytes": 1302,
+      "sha256": "dda50e3b293534de3f5aec01ebf9f8d6688e06069931618dfd35f01369904104",
+      "label": "MEASURED",
+      "kind": "numpy",
+      "unsloth": "wrong tool \u2014 construction is build(seed) or tiny MLP",
+      "cut": "Inspectable silhouette. Not a 70B stand-in."
+    },
+    {
+      "hub": "SZLHOLDINGS/TinyKhipu-Nano",
+      "file": "tiny_khipu.npz",
+      "bytes": 3568,
+      "sha256": "cc8d0385b2c75079669df809d7e4823f1ad8d9d535aec511446347490b11dff9",
+      "label": "MEASURED",
+      "kind": "numpy",
+      "unsloth": "wrong tool \u2014 construction is build(seed) or tiny MLP",
+      "cut": "Inspectable silhouette. Not a 70B stand-in."
+    },
+    {
+      "hub": "SZLHOLDINGS/ReceiptAgent-Nano",
+      "file": "receipt_agent.npz",
+      "bytes": 6014,
+      "sha256": "8aca4d24c90d6159cbb2bb885c7a94822d715899437f58abe69fb5c9664a1381",
+      "label": "MEASURED",
+      "kind": "numpy",
+      "unsloth": "wrong tool \u2014 construction is build(seed) or tiny MLP",
+      "cut": "Inspectable silhouette. Not a 70B stand-in."
+    }
+  ],
+  "nemo": {
+    "hub": "SZLHOLDINGS/szl-nemo",
+    "ollama": "szl-nemo wraps nemotron-3-nano:4b",
+    "szl_trained_weights": false,
+    "visible_text": "I am SZL-Nemo, an open model from NVIDIA's Nemotron 3 Nano. I was not fine-tuned by SZL; my weights remain as reported by NVIDIA.",
+    "done_reason": "stop",
+    "eval_count": 44,
+    "label": "MEASURED",
+    "cut": "Leaders fine-tune Nemotron and hide the license. We wrap it, say NVIDIA trained it, and refuse to republish tensors."
+  },
+  "roadmap": [
+    {
+      "hub": "SZLHOLDINGS/qantu",
+      "status": "SKIP-NO-ADMITTED-IMAGES",
+      "action": "no trainer"
+    },
+    {
+      "hub": "SZLHOLDINGS/waman",
+      "status": "SKIP-NO-ADMITTED-FRAMES",
+      "effector": "SIMULATED"
+    },
+    {
+      "hub": "SZLHOLDINGS/KILLINCHU-EYE",
+      "status": "alias of waman",
+      "effector": "SIMULATED"
+    },
+    {
+      "hub": "SZLHOLDINGS/chakana",
+      "status": "no admitted pairs"
+    },
+    {
+      "hub": "SZLHOLDINGS/tinku",
+      "status": "no admitted triples"
+    }
+  ],
+  "newest_unsloth_web": {
+    "installed": "2026.7.2",
+    "docs": "Qwen3.5 bf16 LoRA; QLoRA not recommended; RTX 50 Blackwell supported",
+    "too_big_for_8gb": [
+      "Qwen3.8-27B",
+      "Qwen3.5-4B GRPO",
+      "Nemotron-3.5-30B"
+    ]
+  },
+  "lambda": "Conjecture 1",
+  "computed_at": "2026-08-29T14:02:37.972743+00:00"
+}