diff --git a/nbs/_quarto.yml b/nbs/_quarto.yml
index 380525a..e2368fa 100644
--- a/nbs/_quarto.yml
+++ b/nbs/_quarto.yml
@@ -26,19 +26,15 @@ website:
     search: true
     collapse-below: lg
     left:
-      - text: "Get Started"
-        href: https://nathanhubens.github.io/fasterai/quickstart.html
-      - text: "Help"
-        menu:
-          - text: "Report an Issue"
-            icon: bug
-            href: https://github.com/fastai/nbdev/issues
-          - text: "Contact Me"
-            icon: chat-right-text
-            href: "mailto:nathan.hubens@gmail.com?subject=Hello"
-          - text: "Join the Community"
-            icon: discord
-            href: https://discord.gg/32BwhJSB9u
+      - text: "Contact Me"
+        icon: chat-right-text
+        href: "mailto:nathan.hubens@gmail.com?subject=Hello"
+      - text: "Report an Issue"
+        icon: bug
+        href: https://github.com/nathanhubens/fasterai/issues
+      - text: "Join the Community"
+        icon: discord
+        href: https://discord.gg/32BwhJSB9u
     right:
       - icon: github
         href: "https://github.com/nathanhubens/fasterai"
diff --git a/nbs/imgs/perf2.svg b/nbs/imgs/perf2.svg
new file mode 100644
index 0000000..a89b67f
--- /dev/null
+++ b/nbs/imgs/perf2.svg
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+               x="0 19.440001 28.889999 46.110001 56.099998 72.209999 89.43 105.54 113.88 133.32001 139.98 154.38 170.49001 178.83 186.60001 212.73 233.28">Storage Size (MB)</tspan></text>
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+             style="font-variant:normal;font-weight:normal;font-size:35px;font-family:HelveticaNeue;-inkscape-font-specification:HelveticaNeue;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
+             transform="scale(1,-1)"><tspan
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+             style="font-variant:normal;font-weight:bold;font-size:35px;font-family:HelveticaNeue;-inkscape-font-specification:HelveticaNeue-Bold;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+             transform="matrix(1,0,0,-1,173.005,0)"><tspan
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+</g><g
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+             transform="scale(1,-1)"><tspan
+               id="tspan132"
+               y="0"
+               x="0">•</tspan></text>
+</g><g
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+             style="font-variant:normal;font-weight:normal;font-size:35px;font-family:HelveticaNeue;-inkscape-font-specification:HelveticaNeue;writing-mode:lr-tb;fill:#ffffff;fill-opacity:1;fill-rule:nonzero;stroke:none"
+             transform="scale(1,-1)"><tspan
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+             transform="scale(1,-1)"><tspan
+               id="tspan180"
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+             transform="scale(1,-1)"><tspan
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+             transform="matrix(1,0,0,-1,213.92,-2.48497)"><tspan
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+               y="0"
+               x="0 18.795 28.525 47.32 77.175003 84.945 102.445 119.945 127.715 147.80499 167.265">e emissions</tspan></text>
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+           id="g214"><text
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+             style="font-variant:normal;font-weight:normal;font-size:30px;font-family:HelveticaNeue;-inkscape-font-specification:HelveticaNeue;writing-mode:lr-tb;fill:#6c6c6c;fill-opacity:1;fill-rule:nonzero;stroke:none"
+             transform="scale(1,-1)"><tspan
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+               x="0 10.56 28.889999 43.889999 53.34 60 85.589996 101.7 111.15 127.26 145.05 153.39 170.61 187.28999 195.63 211.74001 228.42 236.75999 253.98 270.66 288.45001 305.13 313.47 330.14999 345.69 352.35001 368.45999 377.60999 394.82999 410.94 419.28 425.94 442.62 457.62 467.07001 483.17999 499.85999 515.96997">*Estimated on an g4dn.2xlarge instance</tspan></text>
+</g></g></g></g></svg>
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diff --git a/nbs/index.qmd b/nbs/index.qmd
index 8a55f7e..882a5f7 100644
--- a/nbs/index.qmd
+++ b/nbs/index.qmd
@@ -13,7 +13,6 @@ description: Prune your neural networks
 ::: {.content-block}
 
 # Welcome to FasterAI
-### Compress your neural networks to make them **smaller** and **faster**
 
 ::: {.hero-buttons}
 [<b> Get Started </b>](/quickstart.ipynb){.btn-primary .btn .btn-lg role="button" style="border-radius: 6px"}
@@ -24,6 +23,8 @@ description: Prune your neural networks
 :::
 
 
+
+
 ::: {.hero-banner}
 
 ::: {.content-block style="text-align: justify"}
@@ -50,6 +51,22 @@ learn.fit(epochs, lr, cbs=sp_cb)
 
 
 
+
+::: {.hero-banner}
+
+::: {.content-block style="text-align: justify"}
+
+## Make your models smaller, faster, cheaper and greener
+
+::: {.center}
+![](imgs/perf2.svg){ width=100% }
+:::
+
+:::
+
+:::
+
+
 ::: {.hero-banner}
 
 ::: {.content-block}