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README.md

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+---
+license: apache-2.0
+base_model: ThinkMorph/ThinkMorph-7B
+tags:
+  - vision-language
+  - jsd
+  - imagination-audit
+---
+
+# 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.