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Fit reporters on input embeddings as a sanity check #209

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merged 4 commits into from
Apr 25, 2023
Merged

Fit reporters on input embeddings as a sanity check #209

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5ba1ddd
Start saving and fitting a reporter to the input embeddings
norabelrose Apr 22, 2023
51ba54f
Rename layer 0 to 'input' to make it more clear
norabelrose Apr 22, 2023
544b485
Actually rename layer 0 correctly
norabelrose Apr 22, 2023
43da44e
Handle layer_stride correctly
norabelrose Apr 22, 2023
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Handle layer_stride correctly
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@norabelrose
norabelrose committed Apr 22, 2023
commit 43da44ef9bcc028e76833f9faac2ccc5d8f77b45
2 changes: 1 addition & 1 deletion elk/extraction/extraction.py
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Expand Up @@ -75,7 +75,7 @@ def __post_init__(self, layer_stride: int):
PretrainedConfig, AutoConfig.from_pretrained(self.model)
)
# Note that we always include 0 which is the embedding layer
layer_range = range(0, config.num_hidden_layers, layer_stride)
layer_range = range(1, config.num_hidden_layers + 1, layer_stride)
self.layers = (0,) + tuple(layer_range)

def explode(self) -> list["Extract"]:
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