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9 changes: 9 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
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| PCA | 0.107 | 0.083 | 0.128 | 0.104 | 0.105 |
| Probe | 0.095 | 0.091 | 0.108 | 0.099 | 0.098 |

### Beyond rank-1

Steering methods whose intervention is not restricted to a single direction.

| Method | 2B L10 | 2B L20 | 9B L20 | 9B L31 | Avg |
|------------------------------|-------:|-------:|-------:|-------:|-----:|
| FLAS [[Jin et al., 2026]](https://flas-ai.github.io) | - | 1.025 | 1.185 | - | 1.105 |


## Highlights

1. **Scalabale evaluation harness**: Framework for generating synthetic training + eval data from concept lists (e.g. GemmaScope SAE labels).
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