Features

Features

Dataset profiling

The beta includes bounded JSONL profiling, row statistics, duplicate and invalid-row detection, field type/null summaries and potential sensitive field-name warnings.

Model engineering and workspace

The repository contains model inspection, registry and optimisation foundations, quantization components and workspace APIs for datasets, runtime information and training plans.

GUI

The application includes Dashboard, Models, Datasets, Training, Evaluation, Runtime, MCP, Diagnostics and Logs sections.

Planned enhancements

The roadmap covers visual workflows, agent permissions, compatibility analysis, quantization comparison, experiment history, repeatable evaluation, local API exploration, telemetry and security diagnostics.

Not every planned feature is a completed end-to-end capability.