model-adapt
CommunityTransformer adapters with four-step validation.
Authorkali20gakki
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured blueprint to create and validate Transformer model adapters, including required interfaces and a four-step verification workflow, reducing integration risk and speeding up deployment.
Core Features & Use Cases
- Standardized adapter scaffold: Implements handle_dataset, init_model, generate_model_visit, generate_model_forward, and enable_kv_cache with templates.
- Verification & registration: Includes four-step validation, config.ini registration guidance, and example scripts/references for reproducibility.
- Use Case: For teams building decoder-only LLMs or text-focused VLM adapters, enabling consistent adaptation and testing across models.
Quick Start
Provide a model specification and run the 4-step verification to bootstrap an adapter.
Dependency Matrix
Required Modules
torchtransformers
Components
scriptsreferencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: model-adapt Download link: https://github.com/kali20gakki/mindstudio-skills/archive/main.zip#model-adapt Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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