Sync cezen-portal/ from live working copy (V1.0 GA polish + search-icon ordering fix)
Brings the ISO-packaged portal copy current with the live cezen-portal/ working directory, which had drifted across the entire V1.0 GA polish initiative (Phases 1-10) plus this session's topnav icon-order bugfix. - 52 existing files updated, 2 new pages added (about.html, health.html) - cgit/cezen-portal/ is now byte-identical to cezen-portal/ - Backend files (rag_ingest.py, cezen_license.py) already in sync; main.py intentionally left as-is (cgit is ahead there with workstation-category commercial-fit logic not yet backported to the live working copy) Next: rebuild the ISO (bash autoinstall/build-iso.sh) to bake this in.
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@@ -4,7 +4,7 @@
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>QLoRA / Unsloth — Nexus One AI Portal</title>
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<link rel="stylesheet" href="style.css?v=4">
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<link rel="stylesheet" href="style.css?v=12">
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</head>
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<body>
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@@ -40,6 +40,7 @@
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<a href="dashboard.html">Dashboard</a>
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<a href="analytics.html">Usage Analytics</a>
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<a href="audit.html">Governance & Audit</a>
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<a href="health.html">Health Center</a>
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<a href="feedback.html">Feedback & Ratings</a>
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<span class="nav-drop-cat">MANAGE /</span>
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<a href="users.html">Users</a>
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@@ -79,20 +80,20 @@
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</div>
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</div>
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</nav>
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<a href="notifications.html" style="position:relative">🔔</a>
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<a href="notifications.html" class="nav-icon-btn" style="position:relative" aria-label="Notifications"><span class="icon-svg icon-sm" aria-hidden="true"><svg viewBox="0 0 24 24"><path d="M15 17h5l-1.4-1.4A2 2 0 0 1 18 14.2V11a6 6 0 1 0-12 0v3.2a2 2 0 0 1-.6 1.4L4 17h5"/><path d="M10 17a2 2 0 0 0 4 0"/></svg></span></a>
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<span class="badge" data-brand="tier">Basic Tier</span>
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<div id="nav-org-logo" class="nav-org-logo"></div>
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</header>
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<div class="tool-hero">
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<div class="tool-icon">🎯</div>
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<div class="tool-icon">FT</div>
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<div class="tool-meta">
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<a href="index.html#tools" class="back-link">← All Tools</a>
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<a href="index.html#tools" class="back-link">All Tools</a>
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<h1>QLoRA / Unsloth</h1>
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<div class="tagline">Fine-tune a large AI model on your own data — efficiently, without needing massive GPU memory.</div>
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<div class="hero-actions">
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<a href="http://ai.local:8888" target="_blank" class="btn-primary">Open in Jupyter ↗</a>
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<span class="access-pill">📓 Run fine-tuning jobs via Jupyter</span>
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<a href="http://ai.local:8888" target="_blank" class="btn-primary">Open in Jupyter</a>
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<span class="access-pill">Run fine-tuning jobs via Jupyter</span>
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</div>
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</div>
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</div>
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@@ -130,7 +131,7 @@
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</div>
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<div class="notice">
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💡 <strong>Fine-tuning is an advanced task.</strong> You'll need training data in the right format and some Python knowledge. Start by exploring <a href="tool-openwebui.html">Open WebUI</a> and <a href="tool-chromadb.html">RAG with ChromaDB</a> — for most use cases, RAG gives 80% of the benefit of fine-tuning with 10% of the effort.
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<strong>Fine-tuning is an advanced task.</strong> You'll need training data in the right format and some Python knowledge. Start by exploring <a href="tool-openwebui.html">Open WebUI</a> and <a href="tool-chromadb.html">RAG with ChromaDB</a> - for most use cases, RAG gives 80% of the benefit of fine-tuning with 10% of the effort.
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</div>
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<div class="section-title">How to approach a fine-tuning project</div>
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@@ -174,20 +175,20 @@
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<div class="section-title">Works with</div>
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<div class="works-with">
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<a href="tool-jupyter.html">📓 Jupyter</a>
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<a href="tool-ollama.html">🦙 Ollama</a>
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<a href="tool-openwebui.html">💬 Open WebUI</a>
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<a href="tool-dcgm.html">📡 DCGM</a>
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<a href="tool-jupyter.html">Jupyter</a>
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<a href="tool-ollama.html">Ollama</a>
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<a href="tool-openwebui.html">Open WebUI</a>
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<a href="tool-dcgm.html">DCGM</a>
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</div>
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</div>
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<footer>
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<p>Nexus One AI · Powered by Cezen · Basic Tier</p>
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<p>Nexus One AI · Powered by Cezen · <span data-brand="tier">Basic Tier</span></p>
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<p>Questions? <a href="mailto:support@cezentech.com">support@cezentech.com</a></p>
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</footer>
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<script src="auth.js"></script>
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<script src="branding.js"></script>
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<script src="branding.js?v=3"></script>
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</body>
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</html>
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