diff --git a/studio/frontend/src/app/routes/export.tsx b/studio/frontend/src/app/routes/export.tsx
index c0356c823f..40118c6a92 100644
--- a/studio/frontend/src/app/routes/export.tsx
+++ b/studio/frontend/src/app/routes/export.tsx
@@ -12,10 +12,19 @@ const ExportPage = lazy(() =>
   })),
 );
 
+export type ExportSearch = {
+  // Preselect a training run on the Export page (its output-dir basename, which
+  // equals the checkpoint scan's model name). Set when arriving from a run view.
+  run?: string;
+};
+
 export const Route = createRoute({
   getParentRoute: () => rootRoute,
   path: "/export",
   staticData: { title: "Export" },
   beforeLoad: () => requireAuth(),
+  validateSearch: (search: Record<string, unknown>): ExportSearch => ({
+    run: typeof search.run === "string" ? search.run : undefined,
+  }),
   component: ExportPage,
 });
diff --git a/studio/frontend/src/features/export/export-page.tsx b/studio/frontend/src/features/export/export-page.tsx
index 64123bc2f5..e23b3d7262 100644
--- a/studio/frontend/src/features/export/export-page.tsx
+++ b/studio/frontend/src/features/export/export-page.tsx
@@ -49,6 +49,7 @@ import {
   PackageIcon,
   Search01Icon,
 } from "@hugeicons/core-free-icons";
+import { useSearch } from "@tanstack/react-router";
 import { HugeiconsIcon } from "@hugeicons/react";
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { useShallow } from "zustand/react/shallow";
@@ -211,6 +212,29 @@ export function ExportPage() {
     };
   }, []);
 
+  // Apply the ?run= deep link (e.g. from a finished run's "Export to GGUF"
+  // button) once its run appears in the checkpoint list: select the run and
+  // default to GGUF. The main checkpoint is auto-selected further below, after
+  // the model-change effect that clears the checkpoint.
+  const { run: preselectRun } = useSearch({ from: "/export" });
+  const appliedRunRef = useRef<string | null>(null);
+  useEffect(() => {
+    if (!preselectRun) {
+      // Deep link cleared (e.g. navigated to /export via the sidebar): stop
+      // treating the previously preselected run specially.
+      appliedRunRef.current = null;
+      return;
+    }
+    if (models.length === 0) return;
+    if (appliedRunRef.current === preselectRun) return;
+    const match = models.find((m) => m.name === preselectRun);
+    if (!match) return;
+    appliedRunRef.current = preselectRun;
+    setSourceMode("checkpoint");
+    setSelectedModelIdx(match.name);
+    setExportMethod("gguf");
+  }, [preselectRun, models]);
+
   // ---- Fetch local models for direct export ----
   useEffect(() => {
     const controller = new AbortController();
@@ -362,6 +386,15 @@ export function ExportPage() {
     setCheckpoint(null);
   }, [selectedModelIdx]);
 
+  // For a ?run= deep link, default to the run's main checkpoint. Declared after
+  // the reset effect above so it runs last and isn't clobbered back to null.
+  useEffect(() => {
+    if (appliedRunRef.current == null) return;
+    if (appliedRunRef.current !== selectedModelIdx) return;
+    if (checkpoint != null || checkpointsForModel.length === 0) return;
+    setCheckpoint(checkpointsForModel[0].display_name);
+  }, [selectedModelIdx, checkpoint, checkpointsForModel]);
+
   // Auto-reset export method if incompatible with the selected model type
   useEffect(() => {
     if (!isAdapter && (exportMethod === "merged" || exportMethod === "lora")) {
diff --git a/studio/frontend/src/features/studio/historical-training-view.tsx b/studio/frontend/src/features/studio/historical-training-view.tsx
index e958f2ba0d..0bca090413 100644
--- a/studio/frontend/src/features/studio/historical-training-view.tsx
+++ b/studio/frontend/src/features/studio/historical-training-view.tsx
@@ -59,6 +59,7 @@ function mapToViewData(
     currentEpoch: metrics.final_epoch,
     currentNumTokens: metrics.final_num_tokens ?? null,
     outputDir: run.output_dir ?? null,
+    resumedLater: run.resumed_later ?? false,
     progressPercent:
       run.total_steps && run.final_step
         ? (run.final_step / run.total_steps) * 100
diff --git a/studio/frontend/src/features/studio/sections/progress-section.tsx b/studio/frontend/src/features/studio/sections/progress-section.tsx
index 67800df27b..de8605e021 100644
--- a/studio/frontend/src/features/studio/sections/progress-section.tsx
+++ b/studio/frontend/src/features/studio/sections/progress-section.tsx
@@ -33,6 +33,7 @@ import { cn } from "@/lib/utils";
 import {
   ChartAverageIcon,
   DashboardSpeed01Icon,
+  FolderExportIcon,
   Notebook01Icon,
   RamMemoryIcon,
   StopIcon,
@@ -153,6 +154,21 @@ export function ProgressSection({
     await navigate({ to: "/chat" });
   };
 
+  // A finished run can be exported to GGUF: deep-link to the Export page with
+  // this run preselected (its output-dir basename is the export model name).
+  const exportRunName = data.outputDir
+    ? (data.outputDir.replace(/[/\\]+$/, "").split(/[/\\]/).pop() || null)
+    : null;
+  const canExportGguf =
+    !data.isTrainingRunning &&
+    !!exportRunName &&
+    !data.resumedLater &&
+    (data.phase === "completed" || data.phase === "stopped");
+  const handleExportGguf = () => {
+    if (!exportRunName) return;
+    void navigate({ to: "/export", search: { run: exportRunName } });
+  };
+
   const stoppedLoss = getDisplayMetric(
     data.isTrainingRunning,
     data.currentLoss,
@@ -219,18 +235,31 @@ export function ProgressSection({
       accent="emerald"
       className="shadow-border border border-border/60 bg-card/90 ring-0 backdrop-blur-sm"
       headerAction={
-        isHistorical ? (
-          <ConfigPopoverButton configItems={configItems} />
-        ) : (
-          <LiveTrainingHeaderActions
-            configItems={configItems}
-            isTrainingRunning={data.isTrainingRunning}
-            onOpenStopDialog={setStopDialogOpen}
-            stopDialogOpen={stopDialogOpen}
-            stopRequested={stopRequested}
-            onSetStopRequested={setStopRequestedLocal}
-          />
-        )
+        <div className="flex items-center gap-2">
+          {canExportGguf && (
+            <Button
+              size="sm"
+              variant="outline"
+              className="h-8 gap-1.5 text-xs"
+              onClick={handleExportGguf}
+            >
+              <HugeiconsIcon icon={FolderExportIcon} className="size-3.5" />
+              {t("studio.progress.exportGguf")}
+            </Button>
+          )}
+          {isHistorical ? (
+            <ConfigPopoverButton configItems={configItems} />
+          ) : (
+            <LiveTrainingHeaderActions
+              configItems={configItems}
+              isTrainingRunning={data.isTrainingRunning}
+              onOpenStopDialog={setStopDialogOpen}
+              stopDialogOpen={stopDialogOpen}
+              stopRequested={stopRequested}
+              onSetStopRequested={setStopRequestedLocal}
+            />
+          )}
+        </div>
       }
     >
       <div className="grid grid-cols-1 gap-5 lg:grid-cols-[minmax(0,1.2fr)_minmax(18rem,0.8fr)]">
diff --git a/studio/frontend/src/features/training/types/runtime.ts b/studio/frontend/src/features/training/types/runtime.ts
index 5fd8286d22..c27a2f2bed 100644
--- a/studio/frontend/src/features/training/types/runtime.ts
+++ b/studio/frontend/src/features/training/types/runtime.ts
@@ -147,6 +147,9 @@ export interface TrainingViewData {
   currentEpoch: number | null;
   currentNumTokens: number | null;
   outputDir: string | null;
+  // True when a newer run reused this run's output_dir (resume), so its
+  // on-disk contents no longer match this (older) run's metrics.
+  resumedLater?: boolean;
   progressPercent: number;
   elapsedSeconds: number | null;
   etaSeconds: number | null;
diff --git a/studio/frontend/src/i18n/locales/en.ts b/studio/frontend/src/i18n/locales/en.ts
index 214767bec0..7bc86b57ec 100644
--- a/studio/frontend/src/i18n/locales/en.ts
+++ b/studio/frontend/src/i18n/locales/en.ts
@@ -785,6 +785,7 @@ export const en = {
     progress: {
       title: "Training Progress",
       liveMetrics: "Live training metrics",
+      exportGguf: "Export to GGUF",
       openConfig: "Open training config",
       configLabel: "Training Config",
       hyperparams: "Hyperparams",