source/docs/README.md

Documentation

Start with the project README and completed results. The final report contains the accuracy and speed tables, charts, uncertainty and limitations.

Usage

• Browser playground: inputs, probabilities, model choices and the recorded local service controls.
• Jev-compatible API harness: local scoring, hosted Jev calls, authentication and request comparisons.

Research

• Original design brief: the preserved proposal and hypotheses.
• Model and precision notes: initial research and the FP32/BF16 investigation.
• Training-data expansion: source pins, protected splits and verification.
• Accuracy and speed profiling: the final protocol and measured findings.
• Next experiments: recommendations following the completed campaign.

Operations and history

Before continuing work, read the root HANDOVER, PLAN and RESULTS entrypoints. Training is complete and remains stopped.

• Full handover: source revisions, artifacts, run paths and service controls.
• Dated execution plan: original and superseded campaign plans.
• Results history: experiments, failures and evidence links.
• Fleet campaign: machine allocation, campaign controls and prior serving-pair restoration.
• Fleet infrastructure scout: recorded capacity and topology observations.
• Hugging Face publication: 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/; checkpoint files and pretrained weights remain outside this source repository. Historical source archives and published artifact checksums retain their original paths.