Research
Research
Practical notes on image-model workflows, publishing systems, and technical documentation used by Prysai Lab.
Current areas
Prysai Lab documents work where a published model, a technical workflow, or a distribution surface benefits from clearer explanation. The emphasis is on materials that can be traced to a release page, an implementation decision, or an official reference.
Image-model workflows
Work includes dataset preparation, iteration, evaluation, release notes, and distribution context for image-model projects. Current public references include work around Illustrious, NoobAI, Pony, FLUX, and Z-Image format workflows.
Publishing and documentation
Research also covers how public release information is structured, linked, maintained, and corrected across the studio website and external platforms.
Public sources
Model releases and related project material are published through the model directory and the studio’s public profiles on Civitai, SeaArt AI, Hugging Face, and GitHub.
For how claims and sources are handled, see the data methodology, evaluation criteria, and source index.