8000 End-to-End Testing · Issue #17 · FailSpy/abliterator · GitHub
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End-to-End Testing #17

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tretomaszewski opened this issue May 28, 2024 · 0 comments
Open

End-to-End Testing #17

tretomaszewski opened this issue May 28, 2024 · 0 comments

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@tretomaszewski
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A hacked together end-to-end test would be nice to confirm functionality. I don't think anything fancy is needed yet.

The quality or content of the input and output are arbitrary. The process is deterministic (as far as I can see), so asserting that the activations, weights, and outputs are the same given the same input is enough confirm there are no breaking changes.

The model used needs to be small. For quick tests (testing if simply the process runs and produces the same result), any transformer supported by TransformerLens should do. I suggest GPT2 or Qwen-1.5B.

Qwen 1.5B (not to be confused with Qwen1.5) was used in the Refusal Demo. That might allow us to check refusal consistency with at least one model too.
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