This is the definitive official `1gpu-llm-medium-v2` release.

It promotes checkpoint `step_34200` from the optimizer-preserving decay-only
continuation of the main medium CPT checkpoint `step_34000`.

The release was selected by the complete 1000-token tuning/holdout decoding
grid and is published with the official 1gpu-llm card image.