Spatial-UMM (JSD L0 Visual Search, seed 3)

This repository is the EMA checkpoint of JSD L0 VS s3, the highest point estimate in the current same-judge 9-benchmark series.

Item	Value
Init	ThinkMorph-7B
Objective	Jensen-Shannon distillation, understanding side (visual_gen=False)
Data	Imagination-Audit pass set, L0 Visual Search, train only (GT action)
Seed	4399
Checkpoint	step 999 EMA
Same-judge Avg(9)	64.28 (local Qwen3-30B-A3B, und-decode)

model.safetensors is that EMA. Tokenizer, ViT/LLM configs, and ae.safetensors are the ThinkMorph-7B companions required to load the student.

The 64.28 score is the best point estimate under this protocol. A paired bootstrap against the original L0 VS run (62.91) has a 95% interval that includes 0, so this checkpoint is the selected peak, not a claim of a significant gain over that earlier seed. It does beat ThinkMorph, the length-matched JSD run, and the nav+VS mix where those intervals exclude 0.

Do not compare this number to the published Visual-OPSD average of 74.03. That figure uses a different judge.