diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 039139b95..feb6c766e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.15
+    rev: v0.2.0
     hooks:
       - id: ruff
         args:
diff --git a/docs/source/faqs.mdx b/docs/source/faqs.mdx
index 801a27b15..b9549e9d8 100644
--- a/docs/source/faqs.mdx
+++ b/docs/source/faqs.mdx
@@ -4,4 +4,4 @@ Please submit your questions in [this Github Discussion thread](https://github.c
 
 We'll pick the most generally applicable ones and post the QAs here or integrate them into the general documentation (also feel free to submit doc PRs, please).
 
-# ... under construction ...
\ No newline at end of file
+# ... under construction ...
diff --git a/docs/source/moduletree.mdx b/docs/source/moduletree.mdx
index ec372f9a0..d117f90c0 100644
--- a/docs/source/moduletree.mdx
+++ b/docs/source/moduletree.mdx
@@ -2,4 +2,4 @@
 
 - **bitsandbytes.functional**: Contains quantization functions (4-bit & 8-bit) and stateless 8-bit optimizer update functions.
 - **bitsandbytes.nn.modules**: Contains stable embedding layer with automatic 32-bit optimizer overrides (important for NLP stability)
-- **bitsandbytes.optim**: Contains 8-bit optimizers.
\ No newline at end of file
+- **bitsandbytes.optim**: Contains 8-bit optimizers.
diff --git a/docs/source/optimizers.mdx b/docs/source/optimizers.mdx
index 04738a439..3a6c8ca1f 100644
--- a/docs/source/optimizers.mdx
+++ b/docs/source/optimizers.mdx
@@ -26,7 +26,7 @@ bnb.nn.StableEmbedding(...)
 
 The arguments passed are the same as standard Adam. For NLP models we recommend also to use the StableEmbedding layers which improves results and helps with stable 8-bit optimization.
 
-## Overview of supported 8-bit optimizers 
+## Overview of supported 8-bit optimizers
 
 TOOD: List here all optimizers in `bitsandbytes/optim/__init__.py`
 TODO (future) have an automated API docs through doc-builder