diff --git a/hubconf.py b/hubconf.py
index b618a70..921d372 100644
--- a/hubconf.py
+++ b/hubconf.py
@@ -1,9 +1,3 @@
-dependencies = ["torch"]
+from detoxify import multilingual_toxic_xlm_r, toxic_albert, toxic_bert, unbiased_albert, unbiased_toxic_roberta
 
-from detoxify import (  # noqa: E402
-    multilingual_toxic_xlm_r,
-    toxic_albert,
-    toxic_bert,
-    unbiased_albert,
-    unbiased_toxic_roberta,
-)
+dependencies = ["torch"]
diff --git a/requirements.txt b/requirements.txt
index e67590c..bec7214 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 pytorch-lightning > 1.5.0
 torch >= 1.10.0
-transformers != 4.18.0
+transformers == 4.22.1
 kaggle >= 1.5.8
 pandas >= 1.1.2
 scikit-learn >= 0.23.2
diff --git a/setup.cfg b/setup.cfg
index 082a767..c4ab78a 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -29,12 +29,18 @@ verbose = 2
 format = pylint
 # see: https://www.flake8rules.com/
 ignore =
-    E731  # Do not assign a lambda expression, use a def
-    W504  # Line break occurred after a binary operator
-    W503  # Line break occurred after a binary operator
-    F401  # Module imported but unused
-    F841  # Local variable name is assigned to but never used
-    W605  # Invalid escape sequence 'x'
+    # Do not assign a lambda expression, use a def
+    E731,
+    # Line break occurred after a binary operator
+    W504,
+    # Line break occurred after a binary operator
+    W503,
+    # Module imported but unused
+    F401,
+    # Local variable name is assigned to but never used
+    F841,
+    # Invalid escape sequence 'x'
+    W605
 
 # setup.cfg or tox.ini
 [check-manifest]
diff --git a/setup.py b/setup.py
index b30fbd0..81d3eed 100644
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@
 
 setup(
     name="detoxify",
-    version="0.5.0",
+    version="0.5.1",
     description="A python library for detecting toxic comments",
     long_description=long_description,
     long_description_content_type="text/markdown",
@@ -15,7 +15,7 @@
     author_email="laura@unitary.ai",
     url="https://github.com/unitaryai/detoxify",
     install_requires=[
-        "transformers != 4.18.0",  # v4.18.0 fails to properly load the finetuned weights
+        "transformers == 4.22.1",  # pin to this version due to #75
         "torch >= 1.7.0",
         "sentencepiece >= 0.1.94",
     ],