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Diff Interpretation Tuning

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ttw commited on Oct 11

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@@ -19,8 +19,8 @@ A diagrammatic overview of Diff Interpretation Tuning is shown below:
 <img src="dit-diagram.png" alt="Diagram of Diff Interpretation Tuning" width="600"/>
 ## Repository structure
-All weight diffs and DIT adapters in the repository live under a specific `<experiment>/<model>` folder (e.g. [hidden-topic/qwen3-4b(hidden-topic/qwen3-4b).
-Please consult the paper to understand what each experiment refers to.
 Under each `<experiment>/<model>` folder, there are three potential types of files:
 - Weight Diff Index Files: These files are always named `index.csv` and are used to locate specific weight diffs. Example: [hidden-topic/qwen3-4b/index.csv](hidden-topic/qwen3-4b/index.csv).

 <img src="dit-diagram.png" alt="Diagram of Diff Interpretation Tuning" width="600"/>
 ## Repository structure
+All weight diffs and DIT adapters in the repository live under a specific `<experiment>/<model>` folder (e.g. [hidden-topic/qwen3-4b](hidden-topic/qwen3-4b)).
+Please consult [the paper]((https://arxiv.org/abs/2510.05092)) to understand what each experiment refers to.
 Under each `<experiment>/<model>` folder, there are three potential types of files:
 - Weight Diff Index Files: These files are always named `index.csv` and are used to locate specific weight diffs. Example: [hidden-topic/qwen3-4b/index.csv](hidden-topic/qwen3-4b/index.csv).