AI & ML interests
Reproducibility and provenance for computational analysis; single-cell analysis methods; machine-learning evaluation.
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The genuine untrained model candidates, each mapped to its training dataset. Configs prepared in szl-forge; launch blocked on GPU node access.
SZL Holdings collection: LLM router live
SZL Holdings collection: Immune / lattice
SZL Holdings collection: Anatomy — alive harness
SZL Holdings collection: Khipu — doctrine navigator
SZL Holdings collection: A11oy — governed agent fabric
Compact model-launch family with receipts.
Software kernels. Not LoRA-trained models. Source on GitHub; Hub is the mirror.
Snapshot-indexed Lean 4 proofs, canonical formulas, doctrine, thesis, and the Ouroboros self-verifying-loop work. Claims apply only to recorded commit
Code/spec/kernel mirrors kept in the models namespace for continuity. No weights, not trainable. Canonical source: github.com/szl-holdings
SZL Holdings collection: Nexus
SZL Holdings collection: SZL Frontier — eval + covenant
SZL Holdings collection: Killinchu — OSINT / eye
SZL Holdings collection: SZL Forge / ReceiptAgent
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SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent
Text Generation • 2B • Updated • 34 -
SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v2
Text Generation • Updated • 269 • 1 -
SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v3
Text Generation • 0.8B • Updated • 133 • 1 -
SZLHOLDINGS/forge-v3
Image-Text-to-Text • 0.9B • Updated • 49
Receipt verification, invariants, signing.
The running product surfaces. Extra holograms are paused, not deleted.
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a11oy — Command Center
🛡1a11oy source — product origin a-11-oy.com, proof a11oy.net
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killinchu — Andean Drone Intelligence
🦅3Governed autonomous-systems command surface
-
Ayllu Counsel
💠Legal Matter Command. 11 seats. Psyche neural. Conjecture 1.
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PRISM Counsel
🛰Matter workspace for research, drafting, and verification
Training corpora, evaluation benchmarks, eval runs, and knowledge/intel corpora. Membership is not a quality/freshness ranking; cards govern license,
The genuine untrained model candidates, each mapped to its training dataset. Configs prepared in szl-forge; launch blocked on GPU node access.
Code/spec/kernel mirrors kept in the models namespace for continuity. No weights, not trainable. Canonical source: github.com/szl-holdings
SZL Holdings collection: LLM router live
SZL Holdings collection: Nexus
SZL Holdings collection: Immune / lattice
SZL Holdings collection: SZL Frontier — eval + covenant
SZL Holdings collection: Anatomy — alive harness
SZL Holdings collection: Killinchu — OSINT / eye
SZL Holdings collection: Khipu — doctrine navigator
SZL Holdings collection: SZL Forge / ReceiptAgent
-
SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent
Text Generation • 2B • Updated • 34 -
SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v2
Text Generation • Updated • 269 • 1 -
SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v3
Text Generation • 0.8B • Updated • 133 • 1 -
SZLHOLDINGS/forge-v3
Image-Text-to-Text • 0.9B • Updated • 49
SZL Holdings collection: A11oy — governed agent fabric
Receipt verification, invariants, signing.
Compact model-launch family with receipts.
The running product surfaces. Extra holograms are paused, not deleted.
-
a11oy — Command Center
🛡1a11oy source — product origin a-11-oy.com, proof a11oy.net
-
killinchu — Andean Drone Intelligence
🦅3Governed autonomous-systems command surface
-
Ayllu Counsel
💠Legal Matter Command. 11 seats. Psyche neural. Conjecture 1.
-
PRISM Counsel
🛰Matter workspace for research, drafting, and verification
Software kernels. Not LoRA-trained models. Source on GitHub; Hub is the mirror.
Training corpora, evaluation benchmarks, eval runs, and knowledge/intel corpora. Membership is not a quality/freshness ranking; cards govern license,
Snapshot-indexed Lean 4 proofs, canonical formulas, doctrine, thesis, and the Ouroboros self-verifying-loop work. Claims apply only to recorded commit