| # Documentation |
|
|
| Start with the project [README](../README.md) and [completed results](../RESULTS.md). |
| The [final report](../results/report.md) contains the |
| accuracy and speed tables, charts, uncertainty and limitations. |
|
|
| ## Usage |
|
|
| - [Browser playground](usage/playground.md): inputs, probabilities, model choices |
| and the recorded local service controls. |
| - [Jev-compatible API harness](usage/jev-api.md): local scoring, hosted Jev calls, |
| authentication and request comparisons. |
|
|
| ## Research |
|
|
| - [Original design brief](research/design.md): the preserved proposal and hypotheses. |
| - [Model and precision notes](research/precision.md): initial research and the FP32/BF16 investigation. |
| - [Training-data expansion](research/training-data.md): source pins, protected splits and verification. |
| - [Accuracy and speed profiling](research/profiling-protocol.md): the final protocol and measured findings. |
| - [Next experiments](research/next-steps.md): recommendations following the completed campaign. |
|
|
| ## Operations and history |
|
|
| Before continuing work, read the root [HANDOVER](../HANDOVER.md), [PLAN](../PLAN.md) |
| and [RESULTS](../RESULTS.md) entrypoints. Training is complete and remains stopped. |
|
|
| - [Full handover](operations/handover.md): source revisions, artifacts, run paths and service controls. |
| - [Dated execution plan](operations/plan.md): original and superseded campaign plans. |
| - [Results history](operations/results-history.md): experiments, failures and evidence links. |
| - [Fleet campaign](operations/fleet.md): machine allocation, campaign controls and prior serving-pair restoration. |
| - [Fleet infrastructure scout](operations/fleet-scout.md): recorded capacity and topology observations. |
| - [Hugging Face publication](operations/huggingface.md): snapshot procedures and publication records. |
|
|
| Operational records preserve machine-specific paths and dated process details. |
| Unless a command explicitly names another working directory, run it from the |
| repository root. Original evidence stays under [`results/`](../results/); checkpoint |
| files and pretrained weights remain outside this source repository. Historical |
| source archives and published artifact checksums retain their original paths. |
|
|
