README.md

---
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.