Governed Hugging Face artifact showcase and exact-projection publisher. Source authority per archive-portfolio-v2.
0
stars
23
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Python
primary language
Sep 7, 2026
updated
README
title: SZL Atelier emoji: 🪢 colorFrom: gray colorTo: green sdk: docker app_port: 7860 suggested_hardware: cpu-basic pinned: true license: apache-2.0 short_description: Walk 40 SZLHOLDINGS models. Unique cuts. Fail closed. tags:
- governed-ai
- szl-holdings
- doctrine-v11
- model-card
- receipts
- docker
- fastapi
- python models: [SZLHOLDINGS/SZL-Khipu-1.5B, SZLHOLDINGS/SZL-Khipu-1.5B-GGUF, SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent, SZLHOLDINGS/chaski, SZLHOLDINGS/MiniEmbed-Nano, SZLHOLDINGS/Moons-Nano, SZLHOLDINGS/TinyKhipu-Nano, SZLHOLDINGS/ReceiptAgent-Nano] datasets: [SZLHOLDINGS/szl-lake]
SZL Atelier
Walk every Hugging Face model id under SZLHOLDINGS. Forty cards. Unique cuts. GitHub-aligned Python. Kernel playgrounds that run in the browser.
YAML emoji is Hub metadata, not product chrome. System fonts. No Google Fonts. Gold is OPEN. Never green-as-proven. Never a fabricated joule.
Runtime target: Docker on Hugging Face Spaces. Canonical surface: SZLHOLDINGS/szl-atelier.
| Origin | Role |
|---|---|
| szl-holdings/szl-atelier | Source of this Space |
| a11oy.net/atelier | Proof-registry copy |
| a-11-oy.com/atelier | Product surface |
| SZLHOLDINGS/szl-khipu | Sibling Gradio hologram |
Runtime contract
The frontend and Python backend are served from one origin. /healthz proves that the FastAPI process is responding; /readyz fails closed unless the catalog and release manifest are present and the expected 40 records load; /api/build-info reports hashes for the bytes served by the container. /api/frontier/verify validates the structure and scope of browser-generated frontier receipts without pretending that a local measurement is a production deployment or a cryptographic signature.
Receipt persistence is NOT CONFIGURED. Verification requests are not stored. Provider repository state and served runtime state remain separate evidence and are checked during release.
The cut
Anthropic taught refuse. NVIDIA taught kernels and joules. Unsloth taught cheap QLoRA. SZL spends all three on a typed plan, a fail-closed gate, and a training receipt you can verify without trusting us.
Honesty
| Claim | Label |
|---|---|
| 40 Hub model ids | HUB |
| Python API and readiness contract | RUNTIME-OBSERVED only when /readyz returns 200 |
| Nano silhouettes (moons, embed, tiny-khipu, receipt, λ*) | MEASURED in this Space |
| SZL-Khipu-1.5B plan-valid 11/11, grounding 4/5, abstain 2/6, hallu 0 | SIGNED — not retrained here |
| MiniEmbed hit@2 0.40 | SAMPLE on five pairs. Hub analogy UNAVAILABLE |
| Λ uniqueness | Conjecture 1 OPEN |
| Energy / CUDA | UNAVAILABLE |
| GGUF | derived, never the signed object |
Doctrine v11 LOCKED · 749/14/163 · locked-proven 8. Apache-2.0. Copyright 2026 SZL Holdings · Stephen P. Lutar Jr. · ORCID 0009-0001-0110-4173.
Contributors
21 commits
2 commits
Similar repos
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Python
49.7%
JavaScript
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CSS
18.1%
HTML
3.8%
Governed Hugging Face artifact showcase and exact-projection publisher. Source authority per archive-portfolio-v2.
0
stars
23
commits
Python
primary language
Sep 7, 2026
updated
README
title: SZL Atelier emoji: 🪢 colorFrom: gray colorTo: green sdk: docker app_port: 7860 suggested_hardware: cpu-basic pinned: true license: apache-2.0 short_description: Walk 40 SZLHOLDINGS models. Unique cuts. Fail closed. tags:
- governed-ai
- szl-holdings
- doctrine-v11
- model-card
- receipts
- docker
- fastapi
- python models: [SZLHOLDINGS/SZL-Khipu-1.5B, SZLHOLDINGS/SZL-Khipu-1.5B-GGUF, SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent, SZLHOLDINGS/chaski, SZLHOLDINGS/MiniEmbed-Nano, SZLHOLDINGS/Moons-Nano, SZLHOLDINGS/TinyKhipu-Nano, SZLHOLDINGS/ReceiptAgent-Nano] datasets: [SZLHOLDINGS/szl-lake]
SZL Atelier
Walk every Hugging Face model id under SZLHOLDINGS. Forty cards. Unique cuts. GitHub-aligned Python. Kernel playgrounds that run in the browser.
YAML emoji is Hub metadata, not product chrome. System fonts. No Google Fonts. Gold is OPEN. Never green-as-proven. Never a fabricated joule.
Runtime target: Docker on Hugging Face Spaces. Canonical surface: SZLHOLDINGS/szl-atelier.
| Origin | Role |
|---|---|
| szl-holdings/szl-atelier | Source of this Space |
| a11oy.net/atelier | Proof-registry copy |
| a-11-oy.com/atelier | Product surface |
| SZLHOLDINGS/szl-khipu | Sibling Gradio hologram |
Runtime contract
The frontend and Python backend are served from one origin. /healthz proves that the FastAPI process is responding; /readyz fails closed unless the catalog and release manifest are present and the expected 40 records load; /api/build-info reports hashes for the bytes served by the container. /api/frontier/verify validates the structure and scope of browser-generated frontier receipts without pretending that a local measurement is a production deployment or a cryptographic signature.
Receipt persistence is NOT CONFIGURED. Verification requests are not stored. Provider repository state and served runtime state remain separate evidence and are checked during release.
The cut
Anthropic taught refuse. NVIDIA taught kernels and joules. Unsloth taught cheap QLoRA. SZL spends all three on a typed plan, a fail-closed gate, and a training receipt you can verify without trusting us.
Honesty
| Claim | Label |
|---|---|
| 40 Hub model ids | HUB |
| Python API and readiness contract | RUNTIME-OBSERVED only when /readyz returns 200 |
| Nano silhouettes (moons, embed, tiny-khipu, receipt, λ*) | MEASURED in this Space |
| SZL-Khipu-1.5B plan-valid 11/11, grounding 4/5, abstain 2/6, hallu 0 | SIGNED — not retrained here |
| MiniEmbed hit@2 0.40 | SAMPLE on five pairs. Hub analogy UNAVAILABLE |
| Λ uniqueness | Conjecture 1 OPEN |
| Energy / CUDA | UNAVAILABLE |
| GGUF | derived, never the signed object |
Doctrine v11 LOCKED · 749/14/163 · locked-proven 8. Apache-2.0. Copyright 2026 SZL Holdings · Stephen P. Lutar Jr. · ORCID 0009-0001-0110-4173.
Similar repos
Contributors
21 commits
2 commits
Languages
Python
49.7%
JavaScript
28.0%
CSS
18.1%
HTML
3.8%