---
license: apache-2.0
library_name: transformers
tags:
- szl-holdings
- doctrine-v11
- launch-contract-governed
- research-candidate
base_model: SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-sft-v3
base_model_revision: 0340c300052e248367a3407aa493ef72a0da79fe
---

<div align="center">

<img src="https://huggingface.co/SZLHOLDINGS/SZLHOLDINGS/resolve/main/assets/mark.svg" width="110" alt="SZL"/>

# forge-v3

**Doctrine-corpus-v2 SFT student (estate doctrine, source-grounded)**

`TRAINED THROUGH THE FAIL-CLOSED LAUNCH CONTRACT` · `RESEARCH_CANDIDATE` · `NOT_PROMOTED`

</div>

---

## Proof of training

![launch-contract](https://huggingface.co/SZLHOLDINGS/SZLHOLDINGS/resolve/main/assets/launch-contract.svg)

## Lineage — every pin immutable

| Stage | Artifact | Pin |
|---|---|---|
| Student base | `szl-receiptagent-qwen35-0.8b-sft-v3` | `0340c300` |
| Corpus | Doctrine-corpus-v2 SFT student (estate doctrine, source-grounded) | group-disjoint split, seed 3407 |
| Admission | operator receipt, `ADMITTED_FOR_TRAINING`, Apache 2.0 | on file |
| Trainer | szl-forge governed pipeline | [launch contract #708](https://github.com/szl-holdings/szl-forge/pull/708) |
| Receipts | [model-eval-receipts](https://huggingface.co/datasets/SZLHOLDINGS/model-eval-receipts) | per-wave |

## Honest status

- ✅ Trained through the launch contract: immutable pins, disjoint holdout, corpus floor, admission receipt
- ❌ Not promoted · not quality-certified · no broad benchmark
- 📊 Evaluation on the group-disjoint holdout: pending publication

<div align="center"><sub>SZL Holdings · Doctrine v11 LOCKED · failures stay published</sub></div>


## The estate

| Surface | Link |
|---|---|
| Company | [szlholdings.com](https://szlholdings.com) |
| Sponsors | [Become a sponsor](https://szlholdings.com/sponsors.html) |
| GitHub | [szl-holdings](https://github.com/szl-holdings) |
| Receipts chain | [frontier-54-runs](https://huggingface.co/datasets/SZLHOLDINGS/frontier-54-runs) |
| Live dashboard | [SI command center](https://szlholdings-szlholdings-si.hf.space) |