Control before action. Evidence after.

Product · Proof · GitHub · HF org

WILLAY

Canonical family model — research fine-tune for SZL self-description / identity drafting on Qwen/Qwen2.5-0.5B-Instruct (root adapter + separate Unsloth adapter + derived merge).

Field	Value
Status	Historical qualification FAIL · deployment blocked in reviewed status
License	Apache-2.0
Doctrine	v11 LOCKED · Λ = Conjecture 1 (advisory)

What it does

Produces SZL-focused descriptive drafts. Objective ≠ proven doctrine adherence, refusal reliability, or factual accuracy.

What it does not do

• Establish proof counts or artifact-signing claims from model text alone
• Clear consent / privacy / lineage blocks in status.json / provenance.json
• Interchange root adapter with adapter-unsloth/ (different bases/ranks)

Intended use

• Research PEFT attach at pinned revision
• Studying identity-SFT failure modes with honest FAIL receipts
• Packaging / merge-receipt inspection

Out of scope

• Production or autonomous identity speaker
• Treating model output as evidence doctrine
• Floating-base inference without immutable base pin
• Laptop-lora sibling as canonical

Training data

Dataset	Role
SZLHOLDINGS/doctrine-v10-v11	Doctrine adjacency
SZLHOLDINGS/szl-1-doctrine-sft	Doctrine SFT adjacency
SZLHOLDINGS/why-we-lead	Narrative adjacency

Exact train mix digests remain receipt-bound; Hub ids above are links, not a claim that every row entered gradients.

Evaluation (MEASURED or UNKNOWN)

Suite	Result	Class
Post-publication held-out (2026-09-15, rev 375a007e…)	0/5 passed	MEASURED FAIL
Refusal vs baseline	0.0000 vs 0.4000	MEASURED FAIL
publicationAuthorization / productionAuthorization	false	MEASURED
Current Hub rev e04bd728… ≡ failed eval rev	—	UNKNOWN (not established byte-equivalent)
Energy / runtime improvement	—	UNAVAILABLE (explicitly not claimed)

Energy / BOM

Field	Status
Energy	UNAVAILABLE
BOM	bom/model-bom.cdx.json when listed — not an energy meter
Merge receipt	Present; unsigned; base named main@merge-time in places — reconstruction limits apply
DSSE	Prefer real signature or honest UNSIGNED

Usage (research)

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base_id = "Qwen/Qwen2.5-0.5B-Instruct"
base_rev = "<BASE_PIN>"
adapter = "SZLHOLDINGS/WILLAY"
adapter_rev = "<PINNED_SHA>"
tok = AutoTokenizer.from_pretrained(base_id, revision=base_rev)
base = AutoModelForCausalLM.from_pretrained(base_id, revision=base_rev, device_map="auto")
model = PeftModel.from_pretrained(base, adapter, revision=adapter_rev)

Select root vs Unsloth adapter vs merge explicitly. Do not overwrite canonical serve tags (chaski, SZL-Khipu-1.5B, szl1).

Source of truth

• Hub: SZLHOLDINGS/WILLAY
• Authoring: szl-forge/willay/card/README.md

Limitations

• FAIL receipts retained — do not launder into PASS
• Base revision null in adapter configs → reconstruction risk
• Candidate enterprise / laptop-lora ids are not this SKU

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Doctrine pin

• Doctrine: v11 LOCKED
• Λ (Lambda): Conjecture 1 — advisory, never a theorem
• Evidence law: MEASURED or null / UNKNOWN / UNAVAILABLE — never fabricate energy, eval, or DSSE
• Motto: Control before action. Evidence after.

License

Apache-2.0. See LICENSE in-repo when present.

Upgrade wave note

NVIDIA-style card upgrade draft · 2026-11-04T17:41Z · clean-room silhouette (DSSE receipts + MEASURED-or-null energy). Does not authorize train, serve, or autonomy. Does not overwrite sibling SKUs.

The estate

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