Seven-Phase Training Orchestrator + Reproducible Manifests + Automatic Ablations
CommunityOrchestrate seven-phase training with reproducible runs.
Software Engineering#orchestration#manifests#training#pipelines#reproducibility#ablation#phase-boundaries
Authorsovr610
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Seven-phase training orchestration with reproducible manifests and automatic ablations for rigorous, trackable experiments.
Core Features & Use Cases
- Phase-boundary validation, deterministic seeding, run manifests, and ablation matrix generation (full and pairwise) across seeds.
- Manifest-driven provenance, checkpoint management, and structured reports for comparing experiments.
- Reuse upstream phases and support for resumable runs via baseline boundaries and run directories.
Quick Start
Clone the repository and run the training orchestrator to initialize a seven-phase pipeline.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Seven-Phase Training Orchestrator + Reproducible Manifests + Automatic Ablations Download link: https://github.com/sovr610/refffiy/archive/main.zip#seven-phase-training-orchestrator-reproducible-manifests-automatic-ablations Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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