diff --git "a/notebooks/v2_analysis.ipynb" "b/notebooks/v2_analysis.ipynb"
--- "a/notebooks/v2_analysis.ipynb"
+++ "b/notebooks/v2_analysis.ipynb"
@@ -736,7 +736,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 40,
    "id": "cdf49299-2d40-43e5-a7d3-e8be313bc2a1",
    "metadata": {},
    "outputs": [
@@ -840,7 +840,7 @@
         "bargap": 0.15,
         "bargroupgap": 0.05,
         "barmode": "group",
-        "height": 600,
+        "height": 350,
         "legend": {
          "title": {
           "text": "Score Type"
@@ -1666,7 +1666,7 @@
         "title": {
          "text": "Normalized Vs Raw Scores Comparison"
         },
-        "width": 800,
+        "width": 600,
         "xaxis": {
          "anchor": "y",
          "autorange": true,
@@ -1701,9 +1701,9 @@
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        "                            \n",
-       "var gd = document.getElementById('ed6dc3e9-19d9-46ae-a432-e9e726f08b91');\n",
+       "var gd = document.getElementById('25178f6f-82b0-4364-9382-76527df124d0');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -1747,8 +1747,8 @@
     "    bargap=0.15,\n",
     "    bargroupgap=0.05,\n",
     "    legend_title_text='Score Type',\n",
-    "    width=800,\n",
-    "    height=600,\n",
+    "    width=600,\n",
+    "    height=350,\n",
     ")\n",
     "\n",
     "with open(\"./plots/normalized_vs_raw.html\", \"w\") as f:\n",
@@ -1890,7 +1890,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 41,
    "id": "3f992023-7289-454a-b654-5516635f4fd2",
    "metadata": {},
    "outputs": [
@@ -2857,9 +2857,9 @@
        }
       },
       "text/html": [
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        "                            \n",
-       "var gd = document.getElementById('91eed4fd-748a-44af-a06f-9d0218f5535a');\n",
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@@ -2902,7 +2902,7 @@
     "# Update layout for y-axis and text on bars\n",
     "fig.update_layout(\n",
     "    yaxis=dict(range=[0, 100]),\n",
-    "    height=500,\n",
+    "    height=350,\n",
     ")\n",
     "fig.update_traces(texttemplate='%{text:.2s}', textposition='outside')\n",
     "\n",
@@ -2914,7 +2914,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 48,
    "id": "498cdd6c-6d84-4a49-b491-aa4df014af80",
    "metadata": {},
    "outputs": [
@@ -3386,7 +3386,7 @@
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-        "height": 500,
+        "height": 350,
         "legend": {
          "title": {
           "text": "Type"
@@ -4212,7 +4212,7 @@
         "title": {
          "text": "Average vs. IFEval Scores by Model Type"
         },
-        "width": 800,
+        "width": 600,
         "xaxis": {
          "anchor": "y",
          "domain": [
@@ -4246,9 +4246,9 @@
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        "                            \n",
-       "var gd = document.getElementById('39cfd301-eebe-4f14-ad22-27d3788bc6ab');\n",
+       "var gd = document.getElementById('1c6aee09-8201-4352-b0a4-98c8945d89e8');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
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@@ -4289,8 +4289,8 @@
     "fig.update_layout(\n",
     "    yaxis=dict(range=[-5, 100]),\n",
     "    xaxis=dict(range=[0, 100]),\n",
-    "    width=800,\n",
-    "    height=500,\n",
+    "    width=600,\n",
+    "    height=350,\n",
     ")\n",
     "\n",
     "with open(\"./plots/avg_ifeval_vs_all.html\", \"w\") as f:\n",
@@ -4309,7 +4309,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 49,
    "id": "247bace9-5176-4c82-a367-8a6af08b6c6e",
    "metadata": {},
    "outputs": [
@@ -4781,7 +4781,7 @@
         }
        ],
        "layout": {
-        "height": 500,
+        "height": 350,
         "legend": {
          "title": {
           "text": "Type"
@@ -5607,7 +5607,7 @@
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        "                            \n",
-       "var gd = document.getElementById('0af573c5-cb4d-4643-aac7-24c268a03b34');\n",
+       "var gd = document.getElementById('7602f2e2-8171-4444-90b2-d8b4ecbd6c7d');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -5684,8 +5684,8 @@
     "fig.update_layout(\n",
     "    yaxis=dict(range=[-5, 100]),\n",
     "    xaxis=dict(range=[0, 100]),\n",
-    "    width=800,\n",
-    "    height=500,\n",
+    "    width=600,\n",
+    "    height=350,\n",
     ")\n",
     "with open(\"./plots/math_vs_avg_all.html\", \"w\") as f:\n",
     "    f.write(fig.to_html(full_html=False))\n",
@@ -5703,7 +5703,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 50,
    "id": "a997ac93-2eac-4542-944a-5613384e2917",
    "metadata": {},
    "outputs": [
@@ -6141,7 +6141,7 @@
         }
        ],
        "layout": {
-        "height": 500,
+        "height": 350,
         "legend": {
          "tracegroupgap": 0
         },
@@ -6964,7 +6964,7 @@
         "title": {
          "text": "MuSR as a Function of the Model Publication Date"
         },
-        "width": 800,
+        "width": 600,
         "xaxis": {
          "anchor": "y",
          "autorange": true,
@@ -6973,8 +6973,8 @@
           1
          ],
          "range": [
-          "2022-01-10 02:35:26.5154",
-          "2024-07-26 16:48:01.4846"
+          "2022-01-07 07:21:58.9292",
+          "2024-07-29 12:01:29.0708"
          ],
          "title": {
           "text": "Date"
@@ -6999,9 +6999,9 @@
        }
       },
       "text/html": [
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as a Function of the Model Publication Date\"},\"width\":600,\"height\":350},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('feb9509f-e6ee-412d-a6a0-b0a9309bc3ee');\n",
+       "var gd = document.getElementById('c1d8b613-fd4b-4833-8c90-23e5a293d269');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -7044,8 +7044,8 @@
     "\n",
     "fig.update_layout(\n",
     "    yaxis=dict(range=[-5, 100]),\n",
-    "    width=800,\n",
-    "    height=500,\n",
+    "    width=600,\n",
+    "    height=350,\n",
     ")\n",
     "\n",
     "with open(\"./plots/musr_through_time.html\", \"w\") as f:\n",
@@ -7197,7 +7197,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 28,
    "id": "f17a8ed0-c930-4ff2-beba-ce9c4ca52513",
    "metadata": {},
    "outputs": [
@@ -7302,7 +7302,7 @@
           ]
          ]
         },
-        "height": 800,
+        "height": 500,
         "template": {
          "data": {
           "bar": [
@@ -8122,14 +8122,14 @@
         "title": {
          "text": "Correlation Matrix Heatmap (Normalized Tasks)"
         },
-        "width": 1000,
+        "width": 600,
         "xaxis": {
          "anchor": "y",
          "autorange": true,
          "constrain": "domain",
          "domain": [
-          0.11006289308176098,
-          0.889937106918239
+          0.10199004975124376,
+          0.8980099502487562
          ],
          "range": [
           -0.5,
@@ -8162,9 +8162,9 @@
        }
       },
       "text/html": [
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-       "var gd = document.getElementById('5242b13d-8ba2-4671-915f-d517856f3359');\n",
+       "var gd = document.getElementById('bbea42a1-f7a7-4683-8367-1dcb451db942');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -8202,8 +8202,8 @@
     "                y=correlation_matrix.index,\n",
     "                color_continuous_scale=[(0, \"#FFD21E\"), (1, \"#FF323D\")],  # Color scale from 0 to +1\n",
     "                title=\"Correlation Matrix Heatmap (Normalized Tasks)\",\n",
-    "                width=1000,\n",
-    "                height=800,\n",
+    "                width=600,\n",
+    "                height=500,\n",
     "               )\n",
     "\n",
     "# Update layout if necessary\n",
@@ -11735,9 +11735,9 @@
        }
       },
       "text/html": [
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-       "      <th id=\"T_92695_level0_col0\" class=\"col_heading level0 col0\" >eval_name</th>\n",
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        "    <tr>\n",
-       "      <th id=\"T_92695_level0_row3\" class=\"row_heading level0 row3\" >62</th>\n",
-       "      <td id=\"T_92695_row3_col0\" class=\"data row3 col0\" >microsoft_Orca-2-13b_bfloat16</td>\n",
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