Manage Grug and Grugformer experiment modifications with a template-first workflow.
npx skills add https://github.com/marin-community/marin --skill change-grug
Please help me install this Agent Skill. Skill: change-grug Source: https://github.com/marin-community/marin/tree/main/.agents/skills/change-grug Command: npx skills add https://github.com/marin-community/marin --skill change-grug
This Skill streamlines the process of modifying, adding, or updating Grug/Grugformer model variants by providing a structured, template-first workflow.
experiments/grug/base/ and its variants.Use the change-grug skill to experiment with a new MLP configuration in a Grug variant.
High-intent search queries and answers about installing and using this skill.
To manage changes to Grug model variants safely, use a template-first workflow that isolates modifications in variant directories before upstreaming successful experiments back to the base template. This approach maintains reproducibility and prevents unvalidated changes from breaking the base.
A template-first workflow for Grug experiments means originating structural changes from the base template, testing them in isolated variant directories, and documenting results. You upstream only successful modifications to ensure validated, reproducible model improvements.
To upstream successful Grug experiment modifications, you validate the changes in the variant directory, document the experiment results, and then integrate the tested modifications back into the base template for future variant generation and reproducibility.
Yes, the Grug experimentation workflow integrates with pre-commit hooks to validate changes. This ensures that modifications in variant directories meet defined contract criteria before being documented and upstreamed to the base template.
You should use a variant directory for Grug model experimentation when you need to test changes to components like an MLP configuration or attention mechanism. It allows you to document results and validate modifications before affecting the base template.
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