From 4b0a4523c4ad07bcf2236c3afe6e521b10b57f19 Mon Sep 17 00:00:00 2001
From: Lovelace <61972457+Lovlace777@users.noreply.github.com>
Date: Sat, 23 May 2026 23:18:45 +0800
Subject: [PATCH] docs: update sample dataset download link

---
 README.md                            | 2 +-
 docs/source/tutorials/tutorial.ipynb | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index dbd31cfa..216ca91b 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ pip install cleanvision
 Download an example dataset (optional). Or just use any collection of image files you have.
 
 ```shell
-wget -nc 'https://cleanlab-public.s3.amazonaws.com/CleanVision/image_files.zip'
+wget -nc 'https://huggingface.co/datasets/Cleanlab/cleanvision-sample-images/resolve/main/image_files.zip'
 ```
 
 1. Run CleanVision to audit the images.
diff --git a/docs/source/tutorials/tutorial.ipynb b/docs/source/tutorials/tutorial.ipynb
index 8b756846..2ebe0d78 100644
--- a/docs/source/tutorials/tutorial.ipynb
+++ b/docs/source/tutorials/tutorial.ipynb
@@ -81,7 +81,7 @@
    },
    "outputs": [],
    "source": [
-    "!wget - nc 'https://cleanlab-public.s3.amazonaws.com/CleanVision/image_files.zip'\n",
+    "!wget -nc 'https://huggingface.co/datasets/Cleanlab/cleanvision-sample-images/resolve/main/image_files.zip'\n",
     "!unzip -q image_files.zip"
    ]
   },
@@ -90,7 +90,7 @@
    "metadata": {},
    "source": [
     "```shell\n",
-    "wget - nc 'https://cleanlab-public.s3.amazonaws.com/CleanVision/image_files.zip'\n",
+    "wget -nc 'https://huggingface.co/datasets/Cleanlab/cleanvision-sample-images/resolve/main/image_files.zip'\n",
     "unzip -q image_files.zip\n",
     "```"
    ]