From 7892ec29c5bde56bc2ab6406dd7522eb9b2988fc Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 21 Jul 2025 17:36:42 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/astral-sh/ruff-pre-commit: v0.12.3 → v0.12.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.12.3...v0.12.4)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 72a97f96..622fdb65 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -25,7 +25,7 @@ repos:
         exclude: &exclude_pattern 'iv_weak_instruments.ipynb'
         args: ["--maxkb=1500"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.3
+    rev: v0.12.4
     hooks:
       # Run the linter
       - id: ruff