---
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).