oac-ops-health-v2 is an open-weight model from SZL Holdings, released under Apache License 2.0. Its published files total 59.0 KB.
This package is a deterministic Python standard-library kernel and a JSON table of coefficients fitted on generated transport counters. It is not a transformer checkpoint or adapter; it is not a clinical model or result service.
Model Card
By SZL Holdings, published under apache-2.0, revision ff107198aa25.
This package is a deterministic Python standard-library kernel and a JSON table of coefficients fitted on generated transport counters. It is not a transformer checkpoint or adapter; it is not a clinical model or result service. It accepts eight bounded operational fields and proposes ALERT, NOALERT, or ABSTAIN for operator attention. Every authority flag is false: it cannot acknowledge a transport message, control a device, interpret a result, release a result, or make a care decision. Do not submit patient information, laboratory results, specimens, orders, or device identifiers. The four executable/data files in this repository are byte copies of ops-health/v2/ops-health/ at the…
Read SZL Holdings's full model card
OAC Ops Health v2 — synthetic operational advisory
This package is a deterministic Python standard-library kernel and a JSON table
of coefficients fitted on generated transport counters. It is not a transformer
checkpoint or adapter; it is not a clinical model or result service. It accepts eight
bounded operational fields and proposes ALERT, NO_ALERT, or ABSTAIN for
operator attention. Every authority flag is false: it cannot acknowledge a
transport message, control a device, interpret a result, release a result, or
make a care decision. Do not submit patient information, laboratory results,
specimens, orders, or device identifiers.
Source and files
The four executable/data files in this repository are byte copies of
ops-health/v2/ops-health/ at the protected szl-forge merge
56a00821858825f529c40c7322c2f1584608d6e5.
LICENSE is the same Apache-2.0 license byte copy staged with OAC v1. This
card is publication documentation and is not part of the frozen receipt.
| File | SHA-256 |
|---|---|
ops_health.py |
b0a64ff3f26ea284b0588de351ed7795a6089203b35fded0e7d82cbd4871aed9 |
model.json |
b830a5edca271d667ab09b378dd5d3ab505d71a7e3451de8d9ca2bacfeed977c |
artifact_receipt.json |
442486a3b451f0ad765aac253830cdc5455bad3a34186b4cf73388cf207056f2 |
example_input.json |
afa7c8e5081c682877ad489259592951f854ba2558d409fdcf071ba845d4fb63 |
The receipt records a research-origin commit
92872f88193242b3fc0c1f604321d889d6988358 from an unpublished local
repository. The public source verifies the landed bytes and the kernel's
self-hash, but seven origin-layer tests remain unavailable to an independent
public checkout. A receipt attests to integrity and origin under its stated
boundary, not real-world accuracy or authorization.
Evidence and limits
The preregistered comparison and single sealed test opening are recorded in
FINAL_RESULTS.md
and final_evaluation.json.
Those results are REPORTED for synthetic generated data only in the source
project; they do not establish performance on real transports,
devices, sites, populations, or workflows. The public source also contains the
preregistration, amendments, provenance inventory, and bounded verification
tools. This Hub package is a proposal-only research artifact, not a clinical
release or a live service.
Run only with authored synthetic input, using the files above:
python -I -B ops_health.py --model model.json --receipt artifact_receipt.json --input example_input.json
The command emits an advisory for local inspection. It has no network, device-control, result-delivery, or authorization effect.
Identity and Version
- Repository
- SZLHOLDINGS/oac-ops-health-v2
- Publisher
- SZL Holdings
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- ff107198aa257ce1bb1841377d553bee3f90be41
- First published
- 2026-10-08
- Last updated
- 2026-10-08
Files and Weights
7 files, 59.0 KB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| artifact_receipt.json | Configuration | 1.7 KB | — |
| example_input.json | Configuration | 270 B | — |
| model.json | Configuration | 3.6 KB | — |
| ops_health.py | Configuration | 37.4 KB | — |
| LICENSE | Documentation | 11.3 KB | — |
| README.md | Documentation | 3.2 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
Released by SZL Holdings through its official repository on Hugging Face. Read the license.
Questions About oac-ops-health-v2
Can I use oac-ops-health-v2 commercially?
Yes. oac-ops-health-v2 is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.