sunset-pipeline-plan-mode
CommunityPlan and execute advanced AI model evolution.
Software Engineering#grpo#geometric-scaling#manifold-constraints#quadrality#sunset-pipeline#imatrix-quantization#ai-evolution
Authorzapabob
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Create comprehensive implementation strategies for transforming Qwen2.5-7B into an advanced SO8T/thinking model through the Sunset Pipeline, integrating GRPO, mHC manifold constraints, geometric scaling, SO8T quadrality inference, and imatrix quantization while mitigating performance degradation.
Core Features & Use Cases
- Comprehensive foundation assessment and phased deployment planning for advanced LLM evolution.
- Structured integration plan across five technologies: DeepSeek-GRPO, mHC manifold constraints, geometric scaling, SO8T quadrality inference, and imatrix quantization mitigation.
- Use Case: Plan execution roadmap from baseline model assessment to deployment-ready, quantization-stable AI systems.
Quick Start
Plan and initiate a Sunset Pipeline integration roadmap to evolve Qwen2.5-7B into a Nobel/Fields-level SO8T-thinking AI.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: sunset-pipeline-plan-mode Download link: https://github.com/zapabob/SO8T/archive/main.zip#sunset-pipeline-plan-mode Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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