| # OpenSysOne plan | |
| The training and evaluation campaign is complete. All training, final validation, | |
| profiling and full evaluation jobs exited 0. Preserve the selected model and final | |
| resumable states; do not resume optimizer updates as part of this completed work. | |
| The [final report](results/report.md) records improved | |
| accuracy over the pretrained verifier and slower inference in the measured FP32 | |
| implementation. Current service controls and artifact provenance are in | |
| [HANDOVER.md](HANDOVER.md); measured outcomes are in [RESULTS.md](RESULTS.md). | |
| The [future experiment recommendations](docs/research/next-steps.md) prioritize | |
| verified context-prefix reuse, separately measured adapter merging, a declared | |
| validation plan for broader training data, and aggregate serving throughput with | |
| independent Spark replicas. These are proposals for later work, not running jobs. | |
| The [full dated execution plan](docs/operations/plan.md) preserves the original | |
| research sequence, deadlines and superseded continuation decisions. See the | |
| [documentation index](docs/README.md) for usage, research and operational notes. | |