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Add attribution support #23

Merged
merged 6 commits into from
Jun 20, 2024
Merged

Add attribution support #23

merged 6 commits into from
Jun 20, 2024

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dest1n1s
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This PR includes:

  • Add attributors, include DirectAttributor and HierachicalAttributor.
  • Add out-of-the-box attribution for transformers with SAEs.
  • Add tests for attributors.

Tests for high-level attribution of transformers with SAEs remain incomplete. Perhaps we should directly add acceptance tests and attribute IOI examples in GPT-2 with pretrained SAEs for validation.

@dest1n1s dest1n1s merged commit 74ef9dd into dev Jun 20, 2024
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@dest1n1s dest1n1s deleted the circuit branch June 20, 2024 17:01
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