From 1c173e4f44443fd1fbaf0b99a1128b0461629548 Mon Sep 17 00:00:00 2001
From: rasbt <mail@sebastianraschka.com>
Date: Sat, 30 Mar 2024 09:43:51 -0500
Subject: [PATCH] update figures

---
 ch02/01_main-chapter-code/ch02.ipynb | 4 ++--
 ch05/01_main-chapter-code/ch05.ipynb | 3 ++-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/ch02/01_main-chapter-code/ch02.ipynb b/ch02/01_main-chapter-code/ch02.ipynb
index b88122c..49d1277 100644
--- a/ch02/01_main-chapter-code/ch02.ipynb
+++ b/ch02/01_main-chapter-code/ch02.ipynb
@@ -65,7 +65,7 @@
    "id": "628b2922-594d-4ff9-bd82-04f1ebdf41f5",
    "metadata": {},
    "source": [
-    "<img src=\"https://sebastianraschka.com/images/LLMs-from-scratch-images/ch02_compressed/01.webp\" width=\"500px\">"
+    "<img src=\"https://sebastianraschka.com/images/LLMs-from-scratch-images/ch02_compressed/01.webp?timestamp=1\" width=\"500px\">"
    ]
   },
   {
@@ -1876,7 +1876,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.4"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,
diff --git a/ch05/01_main-chapter-code/ch05.ipynb b/ch05/01_main-chapter-code/ch05.ipynb
index 9532225..fb687f4 100644
--- a/ch05/01_main-chapter-code/ch05.ipynb
+++ b/ch05/01_main-chapter-code/ch05.ipynb
@@ -2092,6 +2092,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Relative import from the gpt_download.py contained in this folder\n",
     "from gpt_download import download_and_load_gpt2"
    ]
   },
@@ -2177,7 +2178,7 @@
    "id": "20f19d32-5aae-4176-9f86-f391672c8f0d",
    "metadata": {},
    "source": [
-    "<img src=\"https://sebastianraschka.com/images/LLMs-from-scratch-images/ch05_compressed/gpt-sizes.webp\" width=500px>"
+    "<img src=\"https://sebastianraschka.com/images/LLMs-from-scratch-images/ch05_compressed/gpt-sizes.webp?timestamp=123\" width=500px>"
    ]
   },
   {