Configure local AI models to adapt to feedback.
What it does
Generates local inference configuration and creates and adapts in-memory MicroLoRA and SONA instances using quality feedback.
When to use it
Use when configuring local LLM inference, creating task-specific MicroLoRA adapters, or setting up real-time SONA adaptation.
How to use it
Give it a local inference configuration request; it generates configuration and returns identifiers for in-memory adapters adapted from quality scores.
Uses
What you need · 2
Requires a connected MCP server exposing the RuVLLM status, configuration, MicroLoRA, and SONA tools used by the procedure.
The MicroLoRA and SONA tools require this add-on; the procedure installs it if the status check reports it unavailable.
Access · 2
This skill
RuVLLM
Creates and adapts in-memory adapters
@ruvector/ruvllm-wasm
Installs the RuVLLM WASM add-on