This repository is a code/spec mirror — NOT a model. It contains no model weights, is not trainable, and will never produce inference. It is retained in the models namespace for historical continuity only. The canonical source of truth is the corresponding repository in the [szl-holdings GitHub org] (https://github.com/szl-holdings). For actual estate models, see the SZLHOLDINGS trained fleet.

CARD honesty (SZL cookie): This Hub entry is a card / doctrine / kernel / witness surface. It does not claim production neural weights unless a MEASURED train receipt is linked below. States used: NOT_TRAINED · CARD_ONLY · MEASURED · UNAVAILABLE · NOT_CLAIMED. Production promote requires Stephen GO WEIGHT <model-id>. Soft Shield: Control before action. Evidence after.

Control before action. Evidence after.

Product · Proof · GitHub · HF org

szl-govsign has moved to the kernel repository

This model repository holds no loadable build. The kernels library (0.16 and later) loads kernels only from the kernel repository:

https://huggingface.co/kernels/SZLHOLDINGS/szl-govsign

# pip install "kernels>=0.17.2" torch cryptography
from kernels import get_kernel

kernel = get_kernel("SZLHOLDINGS/szl-govsign", version=1, trust_remote_code=True)

The source of truth is szl-holdings/szl-govsign. Its hf-kernel-publish workflow builds the kernel, verifies it through get_kernel, and then updates this pointer. Commits of this model repository are not kernel revisions.

The estate

Surface	Link
Company	szlholdings.com
Sponsors	Become a sponsor
GitHub	szl-holdings
Receipts chain	frontier-54-runs
Live dashboard	SI command center