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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
from transformer_lens.model_bridge.generalized_components import (
DelegatedAttentionBlockBridge,
EmbeddingBridge,
GatedMLPBridge,
LinearBridge,
RotaryEmbeddingBridge,
UnembeddingBridge,
Expand Down Expand Up @@ -161,6 +162,12 @@ def test_moe_submodules_are_optional():

def test_gated_mlp_decomposition():
mlp = _adapter().component_mapping["blocks"].submodules["mlp"]
assert isinstance(mlp, GatedMLPBridge)
assert mlp.submodules["gate"].name == "gate_proj"
assert mlp.submodules["in"].name == "up_proj"
assert mlp.submodules["out"].name == "down_proj"
assert mlp.hook_aliases == {
"hook_pre": "gate.hook_out",
"hook_pre_linear": "in.hook_out",
"hook_post": "out.hook_in",
}
Original file line number Diff line number Diff line change
Expand Up @@ -145,14 +145,7 @@ def __init__(self, cfg: Any) -> None:
"v_norm": GeneralizedComponent(name="v_norm", optional=True),
},
),
"mlp": GeneralizedComponent(
name="mlp",
submodules={
"gate": LinearBridge(name="gate_proj"),
"in": LinearBridge(name="up_proj"),
"out": LinearBridge(name="down_proj"),
},
),
"mlp": self._gated_mlp(),
},
),
"ln_final": GeneralizedComponent(name="model.language_model.norm"),
Expand Down
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