diff --git a/poetry.lock b/poetry.lock
index 67cf410..e4c37fd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1596,21 +1596,21 @@ test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "num
 
 [[package]]
 name = "ipywidgets"
-version = "8.1.3"
+version = "8.1.5"
 description = "Jupyter interactive widgets"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 comm = ">=0.1.3"
 ipython = ">=6.1.0"
-jupyterlab-widgets = ">=3.0.11,<3.1.0"
+jupyterlab-widgets = ">=3.0.12,<3.1.0"
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.11,<4.1.0"
+widgetsnbextension = ">=4.0.12,<4.1.0"
 
 [package.extras]
 test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
@@ -1693,17 +1693,6 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "joblib"
-version = "1.4.2"
-description = "Lightweight pipelining with Python functions"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
 [[package]]
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 version = "0.9.25"
@@ -2021,13 +2010,13 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.11"
+version = "3.0.13"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "jupyterlab_widgets-3.0.13-py3-none-any.whl", hash = "sha256:e3cda2c233ce144192f1e29914ad522b2f4c40e77214b0cc97377ca3d323db54"},
+    {file = "jupyterlab_widgets-3.0.13.tar.gz", hash = "sha256:a2966d385328c1942b683a8cd96b89b8dd82c8b8f81dda902bb2bc06d46f5bed"},
 ]
 
 [[package]]
@@ -2378,7 +2367,7 @@ zanj = "^0.3.1"
 type = "git"
 url = "https://github.com/understanding-search/maze-dataset.git"
 reference = "tokenizer-overhaul-integration"
-resolved_reference = "be7dbfd1722f64f7fb2eb6fe927c512d667d070c"
+resolved_reference = "e3decdbea3f0929fd828cd9ec14fa5a782082302"
 
 [[package]]
 name = "mdurl"
@@ -3608,120 +3597,120 @@ files = [
 
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 [[package]]
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@@ -4995,13 +4928,13 @@ wandb = ">=0.13.5"
 
 [[package]]
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+version = "4.44.2"
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 ]
 
 [package.dependencies]
@@ -5282,13 +5215,13 @@ test = ["websockets"]
 
 [[package]]
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+version = "4.0.13"
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 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "widgetsnbextension-4.0.11-py3-none-any.whl", hash = "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36"},
-    {file = "widgetsnbextension-4.0.11.tar.gz", hash = "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"},
+    {file = "widgetsnbextension-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"},
+    {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"},
 ]
 
 [[package]]
@@ -5562,4 +5495,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10.6,<3.13"
-content-hash = "689d52d369ad06f8bc796ebedd9ded5b5c63a7ecd6cb6c1a9c6e78f61308b165"
+content-hash = "43a38dc93f7a96ccd1068cab9bd2ecc368ce7e0180a082009b9acc9169e56ccd"
diff --git a/pyproject.toml b/pyproject.toml
index b2ec285..3471c23 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ zanj = "^0.3.1"
 # wandb = "^0.13.5" # note: TransformerLens forces us to use 0.13.5
 wandb = "^0.17.5"
 fire = "^0.6.0"
-typing-extensions = "^4.12.2"
+# typing-extensions = "^4.12.2"
 # plotting
 matplotlib = "^3.7.0"
 plotly = "^5.13.1"
@@ -33,7 +33,7 @@ ipykernel = "^6.22.0"
 jupyter = "^1.0.0"
 # analysis
 scipy = "^1.11.3"
-scikit-learn = "^1.3.1"
+# scikit-learn = "^1.3.1"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.3.1"