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Sources and licenses ​

The repository's MIT license covers original experiment glue code and documentation. It does not relicense upstream implementations or model weights. The complete boundary note is in NOTICE.md.

MaterialSourceFixed revisionUpstream license
Laya implementationGitHubd113dca2512fb3eaca313534bc54c7162d87c1d4Apache-2.0
Laya checkpointHugging Face1c5edc17a7acd8701df6fc341c0d179f1c62c982Apache-2.0
Kev implementationGitHubac67bf4e52d7bdc8420d8024c396df5585915d8cApache-2.0
Kev adapterHugging Faceedf1dc6d7f8d983c0adfd251e80a686e5539fc61Apache-2.0
Kev base modelHugging Face060db6499f32faf8b98477b0a26969ef7d8b9987Apache-2.0
Jevlike implementationGitHub94f5fd1b0b11d52bbdfdf4e0ee6aa96b568f8452MIT
SemIf implementationGitHubca3ba65f142967030ecb453346e94d6f476a69dfMIT
SemIf and OpenJev base modelHugging Face851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0aApache-2.0
OpenJev NLI checkpointHugging Faceb32265f4700df7c02532933c9a4ff258a449d7acMIT
Colab CLIGitHubCLI 0.6.0 in the recorded runsApache-2.0

What is committed ​

The repository commits scripts, notebooks, public fixtures, sanitized JSON, and documentation. It does not commit model weights, downloaded caches, OAuth/ADC files, private session logs, or the original private discussion. The result JSON retains enough provenance to distinguish a real T4/L4 run from a CPU smoke test, fixture check, or failure record.

Attribution boundary ​

The experiment runners may clone or install upstream code at runtime, but upstream source trees are not copied into this repository. Follow the license and model-card terms at the linked revision before redistributing a derived model output or rerunning with a different checkpoint.

Sanitized research records; not a production decision service.