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Commerce reproduction status ​

The product-matching experiment has a recorded method and measured results, but its reproduction scripts are not yet available on the public repository's main branch. A fresh public checkout cannot currently rerun this experiment or open its local shopping demo.

Inspect the published evidence ​

The experiment report records the source model, dataset, grouped splits, training recipe, hardware, and limitations. You can download the evidence directly:

RecordPurpose
Aggregate resultsComplete metrics and uncertainty estimates
Frozen protocolThe study contract fixed before training
Dataset manifestSource-file and split hashes
Environment recordRuntime and executed script provenance
Recorded logitsOutputs used for the recorded analysis

The attribution page preserves the applicable model, data, and code licenses. Generated adapter weights are not a published model release.

Run a supported public workflow ​

Use the local JevK5 guide to run local decisions with the same pinned starting checkpoint. The separate legacy fleet quickstart covers Kev 0.8B training. Neither path reproduces the commerce experiment's additional adapter or measured evaluation.