Workflow Notes
Model Workflows
Practical notes on dataset preparation, evaluation loops, deployment constraints, and distribution context.
Dataset prep
Evaluation loops
Deployment constraints
Research
Broader model and systems context
Capabilities
Delivery scope and tooling
Memory Systems
Long-context system notes
Model Workflows
This page summarizes practical model workflow design used by PrySai Lab, including dataset preparation, iteration loops, release checks, and deployment constraints.
Workflow Layers
- Input and data conditioning
- Training and evaluation cadence
- Prompt behavior validation
- Release packaging and version governance
See Research for ongoing experiments and Commercial Use Policy for publication constraints.