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[Minor] Support ITI Paper Results (#68) #95

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Jan 27, 2024
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Descriptions:

Currently, ITI paper repo leverages on folding activation patching into the weights to produce a honest llama-2 chat. This is not effective as the base LM doubles the disk.

The alternative (as provided by their repo) is to use BauKit to load activations ad-hoc and patch them into the run. The intervention has to be extracted as code by the users.

We take a different approach: the thin activation intervention is saved as raw vectors onto huggingface, and can be loaded with pyvene and construct an intervenable LLaMA.

@frankaging frankaging changed the title [Minor] Support ITI Paper Results [Minor] Support ITI Paper Results (#68) Jan 27, 2024
@frankaging frankaging self-assigned this Jan 27, 2024
@frankaging frankaging merged commit d5beda8 into main Jan 27, 2024
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@frankaging frankaging deleted the zen/llamachatdemo branch January 29, 2024 10:44
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