{ "schema": "szl.estate-cpu-frontier/v1", "formulas": { "hub": "SZLHOLDINGS/szl-formulas", "kind": "SOFTWARE_KERNEL", "registry_count": 21, "locked_8": [ "F1", "F4", "F7", "F11", "F12", "F18", "F19", "F22" ], "lambda_geomean_13axis": 0.9075174525062149, "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" }