diff --git a/notebooks/unit5/unit5.ipynb b/notebooks/unit5/unit5.ipynb
index 633d204..e0220c3 100644
--- a/notebooks/unit5/unit5.ipynb
+++ b/notebooks/unit5/unit5.ipynb
@@ -553,11 +553,9 @@
         "\n",
         "For this step it’s simple:\n",
         "\n",
-        "1. Remember your repo-id\n",
+        "1. Go here: https://huggingface.co/spaces/ThomasSimonini/ML-Agents-SnowballTarget\n",
         "\n",
-        "2. Go here: https://huggingface.co/spaces/ThomasSimonini/ML-Agents-SnowballTarget\n",
-        "\n",
-        "3. Launch the game and put it in full screen by clicking on the bottom right button\n",
+        "2. Launch the game and put it in full screen by clicking on the bottom right button\n",
         "\n",
         "<img src=\"https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit7/snowballtarget_load.png\" alt=\"Snowballtarget load\"/>"
       ],
@@ -565,14 +563,16 @@
         "id": "VMc4oOsE0QiZ"
       }
     },
-    {
+     {
       "cell_type": "markdown",
       "source": [
-        "1. In step 1, choose your model repository which is the model id (in my case ThomasSimonini/ppo-SnowballTarget).\n",
+        "1. In step 1, type your username (your username is case sensitive: for instance, my username is ThomasSimonini not thomassimonini or ThOmasImoNInI) and click on the search button.",
         "\n",
-        "2. In step 2, **choose what model you want to replay**:\n",
-        "  - I have multiple one, since we saved a model every 500000 timesteps.\n",
-        "  - But if I want the more recent I choose `SnowballTarget.onnx`\n",
+        "2. In step 2, select your model repository.",
+        "\n",
+        "3. In step 3, **choose which model you want to replay**:",
+        "  - I have multiple ones, since we saved a model every 500000 timesteps.\n",
+        "  - But since I want the more recent, I choose `SnowballTarget.onnx`\n",
         "\n",
         "👉 What’s nice **is to try with different models step to see the improvement of the agent.**\n",
         "\n",
diff --git a/units/en/unit5/hands-on.mdx b/units/en/unit5/hands-on.mdx
index 1b9dfc3..37dd19f 100644
--- a/units/en/unit5/hands-on.mdx
+++ b/units/en/unit5/hands-on.mdx
@@ -261,21 +261,22 @@ But now comes the best: **being able to visualize your agent online 👀.**
 
 This step it's simple:
 
-1. Remember your repo-id
+1. Go here: https://huggingface.co/spaces/ThomasSimonini/ML-Agents-SnowballTarget
 
-2. Go here: https://huggingface.co/spaces/ThomasSimonini/ML-Agents-SnowballTarget
-
-3. Launch the game and put it in full screen by clicking on the bottom right button
+2. Launch the game and put it in full screen by clicking on the bottom right button
 
 <img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit7/snowballtarget_load.png" alt="Snowballtarget load"/>
 
-1. In step 1, choose your model repository, which is the model id (in my case ThomasSimonini/ppo-SnowballTarget).
+1. In step 1, type your username (your username is case sensitive: for instance, my username is ThomasSimonini not thomassimonini or ThOmasImoNInI) and click on the search button.
 
-2. In step 2, **choose what model you want to replay**:
-  - I have multiple ones since we saved a model every 500000 timesteps.
-  - But if I want the more recent I choose `SnowballTarget.onnx`
+2. In step 2, select your model repository.
+
+3. In step 3, **choose which model you want to replay**:
+  - I have multiple ones, since we saved a model every 500000 timesteps.
+  - But since I want the most recent one, I choose `SnowballTarget.onnx`
+
+👉 It's good **to try with different models steps to see the improvement of the agent.**
 
-👉 It's nice to **try different model stages to see the improvement of the agent.**
 
 And don't hesitate to share the best score your agent gets on discord in the #rl-i-made-this channel 🔥