local-finetune

Local model fine-tuning pipeline using ACSets + DuckDB + MLX

Trit: 0 (Coordinator - orchestrates data flow) Bundle: substrate Requires: duckdb, mlx-lm, acsets skill

Overview

Pipeline for embedding skills into local models via LoRA fine-tuning on Apple Silicon.

┌─────────────┐    ┌─────────────┐    ┌─────────────┐    ┌─────────────┐
│   ACSets    │───▶│   DuckDB    │───▶│   JSONL     │───▶│  mlx-lm     │
│   Schema    │    │   Corpus    │    │  Training   │    │  LoRA       │
└─────────────┘    └─────────────┘    └─────────────┘    └─────────────┘