Estimate Local-Model Feasibility

Mission

Use phone RAM, storage, CPU architecture and thermal observations to build a safe model ladder.

Required Work

1. Inventory available RAM and storage.
2. Compare model sizes and quantization.
3. Reserve Android memory headroom.
4. Define temperature and stability stop limits.

Evidence To Produce

A model matrix with expected memory, storage, fallback and stop conditions.

Quality Checks

The result must name its sources, separate observation from assumption, preserve originals and explain limitations.