disable frenzi

ui/src/app/dashboard/page.tsx

@@ -75,8 +75,8 @@ export default function Dashboard() {
       <MainContent>
         <div className="mb-6">
           <img
-            src="https://huggingface.co/spaces/multimodalart/ai-toolkit/resolve/main/lora_frenzi.png"
-            alt="LoRA Frenzi event banner"
+            src="https://huggingface.co/spaces/multimodalart/ai-toolkit/resolve/main/frenzi_thanks.png"
+            alt="AI Toolkit Banner"
             className="w-full rounded-lg border border-gray-800"
           />
         </div>
@@ -87,56 +87,25 @@ export default function Dashboard() {
             </h2>
             <p className="text-sm text-gray-400 mt-2">
               {isAuthenticated
-                ? 'You are signed in with Hugging Face and can manage jobs, datasets, and submissions.'
-                : 'Authenticate with Hugging Face or add a personal access token to create jobs, upload datasets, and launch training.'}
+                ? 'You are signed in with Hugging Face and can manage jobs, datasets, and submissions. Train LoRAs at $0.042/minute if you are a PRO user.'
+                : 'Authenticate with Hugging Face or add a personal access token to create jobs, upload datasets, and launch training. Train LoRAs at $0.042/minute if you are a PRO user.'}
+              {!isAuthenticated && (
+                <>
+                  {' '}
+                  <a
+                    href="https://huggingface.co/subscribe/pro"
+                    target="_blank"
+                    rel="noopener noreferrer"
+                    className="text-blue-400 underline hover:text-blue-300"
+                  >
+                    Subscribe to PRO
+                  </a>
+                </>
+              )}
             </p>
           </div>
           {isAuthenticated ? (
             <div className="flex flex-col gap-4 text-sm">
-              {orgStatus === 'checking' && (
-                <div className="text-xs text-gray-400">Checking your LoRA Frenzi membership…</div>
-              )}
-              {orgStatus === 'missing' && (
-                <div className="border border-yellow-700 bg-yellow-900/20 text-yellow-100 rounded-lg p-4 space-y-2">
-                  <p className="font-semibold">LoRA Frenzi reminder</p>
-                  <p>
-                    Your didn't authorize the <code className="bg-yellow-800/50 px-1 rounded">lora-training-frenzi</code> organization in your login.
-                    To participate:
-                  </p>
-                  <ol className="list-decimal list-inside space-y-1 text-sm">
-                    <li>
-                      Join the{' '}
-                      <a
-                        href="https://huggingface.co/organizations/lora-training-frenzi/share/kEyyVNQXBPWqmARdwHFVdIiFqqONHZPOtz"
-                        target="_blank"
-                        rel="noopener noreferrer"
-                        className="text-blue-200 underline"
-                      >
-                        LoRA Frenzi organization
-                      </a>
-                      . (if you haven't already)
-                    </li>
-                    <li>
-                      Remove the “Ostris AI Toolkit” app from{' '}
-                      <a
-                        href="https://huggingface.co/settings/connected-applications"
-                        target="_blank"
-                        rel="noopener noreferrer"
-                        className="text-blue-200 underline"
-                      >
-                        Hugging Face &gt; Connected Applications
-                      </a>
-                      .
-                    </li>
-                    <li>Come back here and sign in again authorizing the lora-training-frenzi organization so we can refresh your permissions.</li>
-                  </ol>
-                </div>
-              )}
-              {orgStatus === 'error' && (
-                <div className="border border-red-700 bg-red-900/20 text-red-100 rounded-lg p-4 text-sm">
-                  We couldn&apos;t verify your organization membership right now. You can retry later or ensure your token is valid.
-                </div>
-              )}
               <div className="flex flex-wrap items-center gap-3">
                 <Link
                   href="/jobs/new"
@@ -160,28 +129,9 @@ export default function Dashboard() {
             </div>
           ) : (
             <div className="flex flex-col gap-4 text-sm text-gray-300">
-              <ol className="list-decimal list-inside space-y-4">
-                <li>
-                  Join the{' '}
-                  <a
-                    href="https://huggingface.co/organizations/lora-training-frenzi/share/kEyyVNQXBPWqmARdwHFVdIiFqqONHZPOtz"
-                    target="_blank"
-                    rel="noopener noreferrer"
-                    className="text-blue-400 underline"
-                  >
-                    LoRA Frenzi organization
-                  </a>{' '}
-                  first, then authorize the <code className="bg-gray-800 px-1 rounded">lorafrenzi</code> org when prompted.
-                  <img
-                    src="https://huggingface.co/spaces/multimodalart/ai-toolkit/resolve/main/add_org_to_oauth.png"
-                    alt="Authorize lorafrenzi organization"
-                    className="mt-3 max-w-sm rounded border border-gray-800"
-                  />
-                </li>
-                <li>
-                  <HFLoginButton size="md" />
-                </li>
-              </ol>
+              <div>
+                <HFLoginButton size="md" />
+              </div>
               <Link
                 href="/settings"
                 className="text-xs text-blue-400 hover:text-blue-300"

ui/src/app/jobs/new/SimpleJob.tsx

@@ -125,6 +125,9 @@ export default function SimpleJob({
     return newQuantizationOptions;
   }, [modelArch]);
 
+  // LoRA Frenzi event ended - hackathon eligibility disabled
+  const isLoRAFrenziEligible = false;
+  /*
   const isLoRAFrenziEligible = useMemo(() => {
     try {
       const steps = jobConfig?.config?.process?.[0]?.train?.steps;
@@ -137,6 +140,7 @@ export default function SimpleJob({
       return false;
     }
   }, [jobConfig]);
+  */
 
   return (
     <>

ui/src/app/jobs/new/SimplifiedJob.tsx

@@ -171,6 +171,9 @@ export default function SimplifiedJob({
 
   const requiresControlDataset = !!modelArch?.additionalSections?.includes('datasets.control_path');
 
+  // LoRA Frenzi event ended - hackathon eligibility disabled
+  const isLoRAFrenziEligible = false;
+  /*
   const isLoRAFrenziEligible = useMemo(() => {
     try {
       const steps = process?.train?.steps;
@@ -183,6 +186,7 @@ export default function SimplifiedJob({
       return false;
     }
   }, [process]);
+  */
 
   const handleModelChange = (newModel: string) => {
     const currentArch = modelArchs.find(a => a.name === process.model.arch);

ui/src/components/HFJobsWorkflow.tsx

@@ -520,7 +520,7 @@ export default function HFJobsWorkflow({ jobConfig, onComplete, hackathonEligibl
               <p className="text-sm text-gray-400">
                 {hackathonEligible && participateHackathon
                   ? "To continue, accept the rules above and we'll validate your Hugging Face token."
-                  : "Click below to validate your Hugging Face token and start training."}
+                  : "Click below to validate your Hugging Face token and start training. Train LoRAs at $0.042/minute if you are a PRO user."}
               </p>
 
               {validationResult && (

ui/src/docs.tsx

@@ -55,8 +55,8 @@ const docs: { [key: string]: ConfigDoc } = {
     title: 'Training Steps',
     description: (
       <>
-        Total number of optimization steps to run. For LoRA Frenzi submissions keep this at or below 5,000 steps. If you
-        adjust batch size or gradient accumulation, the effective number of image updates scales accordingly.
+        Total number of optimization steps to run. If you adjust batch size or gradient accumulation, the effective
+        number of image updates scales accordingly.
       </>
     ),
   },