| # Publication guide |
|
|
| OpenSysOne is an independent decision-scoring experiment inspired by |
| [Jev](https://typesafe.ai/) and the TypeSafe team. The current release is the |
| completed, calibrated Qwen3 4B scorer evaluated on 17 September 2026. |
|
|
| The published repository has a short entry path: |
|
|
| | Directory | Contents | |
| | --- | --- | |
| | [model/](../model/README.md) | Calibrated checkpoint, exact hash, base-model requirements and reconstruction constraints | |
| | [results/](../results/) | [Final report](../results/report.md), metrics, CSV tables and standalone charts | |
| | [docs/](README.md) | This guide and [reproduction instructions](reproduce.md) | |
| | [source/](../source/) | Complete committed project tree, including code, tests, examples, frontend, documentation and small evidence | |
| | [archive/](../archive/README.md) | Index to historical checkpoints, source revisions and publication records | |
|
|
| The [API guide](../source/docs/usage/jev-api.md) describes the Jev-compatible |
| request shape. The [playground guide](../source/docs/usage/playground.md) describes |
| the local browser interface. Neither the Hugging Face repository nor its model |
| card is a hosted inference service. |
|
|
| ## Current files and immutable history |
|
|
| The front directories provide convenient copies and navigation. Exact release |
| identity comes from the existing pointers and their recorded Hub payload commits: |
|
|
| - [FINAL_MODEL.json](../FINAL_MODEL.json): calibrated model hash and original final-evaluation manifest. |
| - [PROFILE_RESULTS.json](../PROFILE_RESULTS.json): completed profiling, stopped-training evidence and source archives. |
| - [CURRENT_SNAPSHOT.json](../CURRENT_SNAPSHOT.json): earlier training snapshot, including resumable state; it is not the final-model pointer. |
|
|
| Historical `final/`, `profiles/`, `snapshots/`, `sources/` and `publications/` |
| payloads remain available at their recorded paths. Their manifests and checksums |
| are not rewritten to fit this presentation. Use a pointer's `payload_commit` |
| when retrieving its `path` and `manifest_path` for a reproducible download. |
|
|
| `source/` is the complete publication source tree. The exact training and |
| evaluation revisions are separately recorded in artifact metadata and immutable |
| source archives; a later documentation revision is not a new model training run. |
| Keep source-relative paths intact when executing commands. |
|
|
| The subsequent Apache-2.0 license adoption is recorded in |
| [`LICENSING.json`](../LICENSING.json). `PUBLICATION.json` continues to identify |
| the earlier verified presentation at its recorded payload commit; its manifest |
| and the historical source archives are preserved. |
|
|
| ## Scope |
|
|
| The calibrated checkpoint contains adapter/head parameters and requires the |
| pinned pretrained base. It is a custom OpenSysOne artifact. Results support the |
| reported benchmark comparisons, with separate calibration and validation-only |
| selection; they do not establish general intelligence or calibration on arbitrary |
| tasks. Original OpenSysOne code, documentation, and adapter/head additions are |
| licensed under [Apache License 2.0](../LICENSE); see [NOTICE](../NOTICE) for |
| attribution and scope. Upstream model and dataset terms and notices remain |
| applicable. See the [model notes](../model/README.md) and |
| [measured report](../results/report.md) before interpreting probabilities or speed. |
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|
