diff --git a/studio/frontend/src/components/navbar.tsx b/studio/frontend/src/components/navbar.tsx
index 7b741dffa9..79049effc6 100644
--- a/studio/frontend/src/components/navbar.tsx
+++ b/studio/frontend/src/components/navbar.tsx
@@ -45,7 +45,6 @@ function getTourId(pathname: string): "studio" | "chat" | "export" | null {
 export function Navbar() {
   const pathname = useRouterState({ select: (s) => s.location.pathname });
   const isTrainingRunning = useTrainingRuntimeStore((s) => s.isTrainingRunning);
-  const [logoHovered, setLogoHovered] = useState(false);
   const [mobileOpen, setMobileOpen] = useState(false);
 
   const tourId = getTourId(pathname);
@@ -61,35 +60,18 @@ export function Navbar() {
     <header className="relative top-0 z-40 h-16 w-full">
       <div className="mx-auto flex h-full max-w-7xl items-center justify-between px-4 sm:px-6">
         {/* Left: logo */}
-        <div
-          className="relative flex items-center gap-2.5 cursor-pointer select-none"
-          onMouseEnter={() => setLogoHovered(true)}
-          onMouseLeave={() => setLogoHovered(false)}
-        >
-          <motion.img
-            src="https://unsloth.ai/cgi/image/unsloth_sticker_no_shadow_ldN4V4iydw00qSIIWDCUv.png?width=96&quality=80&format=auto"
-            alt="unsloth"
-            className="size-10"
-            animate={{ rotate: logoHovered ? 360 : 0 }}
-            transition={{ duration: 0.5, ease: [0.165, 0.84, 0.44, 1] }}
+        <Link to="/studio" className="flex items-center select-none">
+          <img
+            src="/blacklogo.png"
+            alt="Unsloth"
+            className="h-9 w-auto dark:hidden"
           />
-          <span className="text-xl font-bold tracking-wide font-heading sm:text-2xl">
-            unsloth
-          </span>
-          <AnimatePresence>
-            {logoHovered && (
-              <motion.img
-                src="/Sloth emojis/large sloth wave.png"
-                alt="hi!"
-                className="absolute -bottom-10 left-1 size-10 pointer-events-none"
-                initial={{ y: 10, opacity: 0 }}
-                animate={{ y: 0, opacity: 1 }}
-                exit={{ y: 10, opacity: 0 }}
-                transition={{ duration: 0.25, ease: [0.215, 0.61, 0.355, 1] }}
-              />
-            )}
-          </AnimatePresence>
-        </div>
+          <img
+            src="/whitelogo.png"
+            alt="Unsloth"
+            className="hidden h-9 w-auto dark:block"
+          />
+        </Link>
 
         {/* Center: pill nav */}
         <nav
diff --git a/studio/frontend/src/features/chat/chat-page.tsx b/studio/frontend/src/features/chat/chat-page.tsx
index 6e37468e71..5528cefed9 100644
--- a/studio/frontend/src/features/chat/chat-page.tsx
+++ b/studio/frontend/src/features/chat/chat-page.tsx
@@ -216,11 +216,11 @@ function InlineSidebar({
       <aside
         data-sidebar="sidebar"
         className={cn(
-          "bg-sidebar text-sidebar-foreground h-full overflow-hidden rounded-2xl corner-squircle transition-[width] duration-200 ease-linear",
+          "bg-muted/70 text-sidebar-foreground h-full overflow-hidden rounded-2xl corner-squircle transition-[width] duration-200 ease-linear",
           !collapsed &&
           (side === "left"
-            ? "border-r border-0 border-sidebar-border"
-            : "border-l border-0 border-sidebar-border"),
+            ? "border-r border-sidebar-border/70"
+            : "border-l border-sidebar-border/70"),
           collapsed ? "w-0" : "w-(--sidebar-width)",
         )}
       >
diff --git a/studio/frontend/src/features/chat/chat-settings-sheet.tsx b/studio/frontend/src/features/chat/chat-settings-sheet.tsx
index 5a72e085ff..6e081d9d6a 100644
--- a/studio/frontend/src/features/chat/chat-settings-sheet.tsx
+++ b/studio/frontend/src/features/chat/chat-settings-sheet.tsx
@@ -195,7 +195,7 @@ export function ChatSettingsPanel({
 
   return (
     <aside
-      className={`shrink-0 h-full overflow-hidden bg-sidebar rounded-2xl corner-squircle transition-[width] duration-200 ease-linear ${open ? "w-[17rem] border-sidebar-border" : "w-0"}`}
+      className={`shrink-0 h-full overflow-hidden bg-muted/70 rounded-2xl corner-squircle transition-[width] duration-200 ease-linear ${open ? "w-[17rem] border-l border-sidebar-border/70" : "w-0"}`}
     >
       <div className="flex h-full w-[17rem] flex-col">
         <div className="flex items-center gap-2 px-4 py-3">
diff --git a/studio/frontend/src/features/studio/sections/dataset-section.tsx b/studio/frontend/src/features/studio/sections/dataset-section.tsx
index d142ae5f54..1dfce7d21a 100644
--- a/studio/frontend/src/features/studio/sections/dataset-section.tsx
+++ b/studio/frontend/src/features/studio/sections/dataset-section.tsx
@@ -132,7 +132,7 @@ export function DatasetSection() {
         title="Dataset"
         description="Select or upload training data"
         accent="indigo"
-        className="md:min-h-[450px]"
+        className="md:min-h-[450px] dark:shadow-border"
       >
         <div className="flex flex-col gap-4">
         <div className="flex flex-col gap-2">
diff --git a/studio/frontend/src/features/studio/sections/model-section.tsx b/studio/frontend/src/features/studio/sections/model-section.tsx
index 0c4a71a8c3..5157e9f8fc 100644
--- a/studio/frontend/src/features/studio/sections/model-section.tsx
+++ b/studio/frontend/src/features/studio/sections/model-section.tsx
@@ -64,9 +64,11 @@ const METHOD_DOTS: Record<string, string> = {
 };
 
 const DARK_TRIGGER =
-  "w-full bg-foreground text-background hover:bg-foreground/85 dark:bg-foreground dark:text-background [&_svg]:text-background/50";
+  "w-full bg-foreground text-background hover:bg-foreground/90 dark:bg-foreground dark:text-background dark:hover:bg-foreground [&_svg]:text-background/50";
 const DARK_CONTENT =
-  "bg-foreground text-background shadow-xl border-background/10 [--accent:rgba(255,255,255,0.1)] [--accent-foreground:white] [&_[data-slot=select-item]]:text-white/70 [&_[data-slot=select-scroll-up-button]]:bg-foreground [&_[data-slot=select-scroll-down-button]]:bg-foreground";
+  "bg-foreground text-background shadow-xl border-background/10 [--accent:rgba(255,255,255,0.1)] [--accent-foreground:white] dark:[--accent:rgba(2,6,23,0.08)] dark:[--accent-foreground:rgb(2,6,23)] [&_[data-slot=select-item]]:text-white/80 dark:[&_[data-slot=select-item]]:text-slate-900 [&_[data-slot=select-scroll-up-button]]:bg-foreground [&_[data-slot=select-scroll-down-button]]:bg-foreground";
+const DARK_COMBOBOX_CONTENT =
+  "bg-foreground text-background shadow-xl border-background/10 dark:[--accent:rgba(2,6,23,0.08)] dark:[--accent-foreground:rgb(2,6,23)] dark:[&_[data-slot=combobox-item]]:text-slate-900 dark:[&_.text-muted-foreground]:text-slate-500";
 
 export function ModelSection() {
   const gpu = useGpuInfo();
@@ -296,7 +298,10 @@ export function ModelSection() {
                   <HugeiconsIcon icon={FolderSearchIcon} className="size-4" />
                 </InputGroupAddon>
               </ComboboxInput>
-              <ComboboxContent anchor={localComboboxAnchorRef}>
+              <ComboboxContent
+                anchor={localComboboxAnchorRef}
+                className={DARK_COMBOBOX_CONTENT}
+              >
                 {isLoadingLocalModels ? (
                   <div className="flex items-center justify-center gap-2 py-4 text-xs text-muted-foreground">
                     <Spinner className="size-4" /> Scanning...
diff --git a/studio/frontend/src/features/tour/components/guided-tour.tsx b/studio/frontend/src/features/tour/components/guided-tour.tsx
index 4e013fe8ea..0a950814a7 100644
--- a/studio/frontend/src/features/tour/components/guided-tour.tsx
+++ b/studio/frontend/src/features/tour/components/guided-tour.tsx
@@ -282,7 +282,7 @@ export function GuidedTour({
                   transition={{ duration: 0.22, ease: [0.165, 0.84, 0.44, 1] }}
                   className={cn(
                     "relative overflow-hidden rounded-[28px] corner-squircle",
-                    "bg-white/95 text-foreground ring-1 ring-black/10",
+                    "bg-white/95 text-foreground ring-1 ring-black/10 dark:bg-zinc-900/96 dark:text-zinc-100 dark:ring-white/12",
                     "shadow-[0_30px_120px_rgba(0,0,0,0.35)]",
                   )}
                   style={{
@@ -291,7 +291,7 @@ export function GuidedTour({
                 >
                   <div
                     className={cn(
-                      "absolute z-10 size-3 rotate-45 rounded-[3px] bg-white/95 ring-1 ring-black/10",
+                      "absolute z-10 size-3 rotate-45 rounded-[3px] bg-white/95 ring-1 ring-black/10 dark:bg-zinc-900/96 dark:ring-white/12",
                       placement === "right" &&
                         "-left-1 top-1/2 -translate-y-1/2",
                       placement === "left" &&
@@ -303,14 +303,14 @@ export function GuidedTour({
                     )}
                     aria-hidden={true}
                   />
-                  <div className="absolute inset-x-0 top-0 h-20 bg-gradient-to-b from-emerald-400/18 via-cyan-300/6 to-transparent" />
-                  <div className="absolute -left-14 -top-16 size-44 rounded-full bg-emerald-400/20 blur-2xl" />
-                  <div className="absolute -right-14 -bottom-16 size-44 rounded-full bg-cyan-300/18 blur-2xl" />
+                  <div className="absolute inset-x-0 top-0 h-20 bg-gradient-to-b from-emerald-400/18 via-cyan-300/6 to-transparent dark:from-emerald-400/24 dark:via-cyan-300/12" />
+                  <div className="absolute -left-14 -top-16 size-44 rounded-full bg-emerald-400/20 blur-2xl dark:bg-emerald-400/26" />
+                  <div className="absolute -right-14 -bottom-16 size-44 rounded-full bg-cyan-300/18 blur-2xl dark:bg-cyan-300/24" />
 
                   <div className="relative p-5">
                     <div className="flex items-start justify-between gap-3">
                       <div className="min-w-0">
-                        <div className="inline-flex items-center gap-2 rounded-full bg-black/[0.04] px-2.5 py-1 text-[10px] font-mono text-foreground/60 ring-1 ring-black/10">
+                        <div className="inline-flex items-center gap-2 rounded-full bg-black/[0.04] px-2.5 py-1 text-[10px] font-mono text-foreground/60 ring-1 ring-black/10 dark:bg-white/[0.04] dark:text-zinc-200/75 dark:ring-white/14">
                           {idx + 1}/{total}
                           <span className="size-1 rounded-full bg-emerald-500/70" />
                           guided tour
@@ -321,7 +321,7 @@ export function GuidedTour({
                         >
                           {step?.title ?? "Quick tour"}
                         </DialogPrimitive.Title>
-                        <DialogPrimitive.Description className="mt-1.5 text-sm leading-relaxed text-foreground/70">
+                        <DialogPrimitive.Description className="mt-1.5 text-sm leading-relaxed text-foreground/70 dark:text-zinc-200/75">
                           {step?.body ?? "Let’s get you oriented."}
                         </DialogPrimitive.Description>
                       </div>
@@ -329,7 +329,7 @@ export function GuidedTour({
                       <Button
                         variant="ghost"
                         size="icon-sm"
-                        className="text-foreground/60 hover:text-foreground hover:bg-black/[0.05]"
+                        className="text-foreground/60 hover:text-foreground hover:bg-black/[0.05] dark:text-zinc-300/70 dark:hover:text-zinc-100 dark:hover:bg-white/[0.08]"
                         onClick={() => requestClose("skip")}
                         aria-label="Skip tour"
                       >
@@ -340,7 +340,7 @@ export function GuidedTour({
                     <div className="mt-5 flex items-center justify-between gap-3">
                       <Button
                         variant="ghost"
-                        className="text-foreground/60 hover:text-foreground hover:bg-black/[0.05]"
+                        className="text-foreground/60 hover:text-foreground hover:bg-black/[0.05] dark:text-zinc-300/70 dark:hover:text-zinc-100 dark:hover:bg-white/[0.08]"
                         onClick={() => requestClose("skip")}
                       >
                         Skip
@@ -349,7 +349,7 @@ export function GuidedTour({
                       <div className="flex items-center gap-2">
                         <Button
                           variant="outline"
-                          className="border-black/10 bg-white/70 text-foreground hover:bg-white hover:text-foreground"
+                          className="border-black/10 bg-white/70 text-foreground hover:bg-white hover:text-foreground dark:border-white/15 dark:bg-white/[0.07] dark:text-zinc-100 dark:hover:bg-white/[0.12]"
                           disabled={idx === 0}
                           onClick={() => setIdx((i) => Math.max(0, i - 1))}
                         >
@@ -379,8 +379,8 @@ export function GuidedTour({
                     </div>
                   </div>
 
-                  <div className="h-px bg-gradient-to-r from-transparent via-black/10 to-transparent" />
-                  <div className="px-5 py-3 text-[11px] text-foreground/55">
+                  <div className="h-px bg-gradient-to-r from-transparent via-black/10 to-transparent dark:via-white/14" />
+                  <div className="px-5 py-3 text-[11px] text-foreground/55 dark:text-zinc-300/65">
                     Tip: `Esc` skips. Tour blocks clicks so you can read.
                   </div>
                 </motion.div>
diff --git a/studio/frontend/src/index.css b/studio/frontend/src/index.css
index cfc4820aa1..919bde1186 100644
--- a/studio/frontend/src/index.css
+++ b/studio/frontend/src/index.css
@@ -152,6 +152,7 @@
   --shadow-2xl: 0px 0px 0px 0px hsl(0 0% 0% / 0);
 }
 
+
 @theme inline {
   --font-sans: "Inter Variable", ui-sans-serif, sans-serif, system-ui;
   --font-heading: "Hellix", "Space Grotesk Variable", ui-sans-serif, sans-serif;