Upload _claude_memory/project_lab_ctrldna_baseline.md with huggingface_hub

_claude_memory/project_lab_ctrldna_baseline.md

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+---
+name: Lab implementing CtrlDNA baseline on mllm-integrate
+description: Lab server is training CtrlDNA on our dataset; pushes will land on origin/mllm-integrate
+type: project
+originSessionId: 4037f43b-2133-46c6-84bd-02f7d454ec8b
+---
+Lab server is implementing CtrlDNA trained on our dataset, pushing to
+`origin/mllm-integrate` over the next while.
+
+**Why:** CtrlDNA is one of the §5c baselines (alongside TACO, ATGC-Gen)
+that the paper acknowledges. Having CtrlDNA trained on the *same data*
+we use (not just paper-reported numbers) makes the comparison apples-
+to-apples.
+
+**How to apply:**
+- Periodically `git fetch origin` and check `origin/mllm-integrate` for
+  new commits — once CtrlDNA results land, integrate into EXPERIMENTS.md
+  §5c (replace "acknowledged" with actual numbers on our test set).
+- Don't duplicate the work on H100. Lab owns this.
+- Branch hygiene: when lab pushes, FF `origin/mllm-integrate` into our
+  `mllm-integrate-server3`, then PR to `main` (sandbox blocks direct
+  pushes to main now).