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Add Colab notebooks for poison detection and style ablation #215

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Add Colab notebooks for poison detection and style ablation
davidoj Mar 27, 2026
63285fd
Ignore E501 line length in notebooks
davidoj Mar 27, 2026
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7 changes: 7 additions & 0 deletions README.md
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Expand Up @@ -24,6 +24,13 @@ We view attribution as a counterfactual question: **_If we "unlearned" this trai
- Support EK-FAC
- [Experimental] Support distributing preconditioners across nodes and devices for VRAM-efficient computation through the GradientCollectorWithDistributedPreconditioners. If you would like this functionality exposed via the CLI please get in touch! https://github.com/EleutherAI/bergson/pull/100

## Notebooks

| | Notebook | Description |
|---|----------|-------------|
| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/EleutherAI/bergson/blob/colab-notebooks-v2/notebooks/poison_detection.ipynb) | **Poison Detection** | Detect poisoned training examples with gradient attribution (T4, ~5 min) |
| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/EleutherAI/bergson/blob/colab-notebooks-v2/notebooks/style_ablation.ipynb) | **Style Ablation** | Suppress style to recover semantic matching (A100, ~20 min) |

# Installation

```bash
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