# Step 3.7 Flash Lazy Loading Article Assets

This dataset hosts static diagrams and the Markdown source for the Hugging Face article:

Flash Load: Smart Lazy Loading for 200GB Step 3.7 Flash Q8 MLX on Apple 128GB RAM

The diagrams explain the expert-granular lazy-loading runtime used in a local research proof on an M3 Max MacBook Pro with a 96 GiB model-memory ceiling and a 2 GiB context/KV ceiling.

Primary article source:

- `step37_lazy_loading_hf_article.md`

Figures:

- `assets/step37-architecture.png`
- `assets/step37-lazy-loading-flow.png`
- `assets/step37-memory-budget.png`
- `assets/step37-proof-metrics.png`
- `assets/step37-roadmap.png`

Related live MLX quant repos:

- https://huggingface.co/osmapi/Step-3.7-Flash-MXFP4-mlx
- https://huggingface.co/osmapi/Step-3.7-Flash-OptiQ-3.7bpw-mlx