QAZTECH organization card

README.md

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 ---
 title: README
-emoji: 🎓
-colorFrom: blue
-colorTo: indigo
+emoji: 📘
+colorFrom: gray
+colorTo: gray
 sdk: static
 pinned: false
 ---
+
 # QAZTECH®
 
-Open multilingual AI education models and on-device AI.
+**Edge & Cloud AI for certification learning.** Open models, verified practice data and offline tools.
+
+| Model | What it does | Get it |
+|---|---|---|
+| **QAZTECH AZ-104 Tutor 8B** | Multilingual tutor (EN · RU · KK · AR · ES) for the Microsoft AZ-104 Azure Administrator exam | [bf16](https://huggingface.co/qaztech-platform/QAZTECH-AZ104-Tutor-8B) · [GGUF](https://huggingface.co/qaztech-platform/QAZTECH-AZ104-Tutor-8B-GGUF) · [Ollama](https://ollama.com/qaztech-platform/az104-tutor) |
+| QAZTECH AZ-104 Examiner 8B | Exam trainer: asks, scores, reports by skill | coming |
 
-## Models
-- [QAZTECH Tutor 8B](https://huggingface.co/qaztech-platform/QAZTECH-Tutor-8B): multilingual engineering tutor for Microsoft Azure topics (EN/RU/KK/AR/ES), built on Qwen3-8B. v0.2 preview.
-- [QAZTECH Tutor 8B GGUF](https://huggingface.co/qaztech-platform/QAZTECH-Tutor-8B-GGUF): Q4_K_M and Q8_0 builds for Ollama and llama.cpp.
+```bash
+ollama run qaztech-platform/az104-tutor
+```
 
-## Links
-[Website](https://qaz.tech) · [GitHub](https://github.com/qaztech-platform) · [Kaggle](https://www.kaggle.com/qaztechplatform) · [ModelScope](https://modelscope.cn/organization/qaztechplatform)
+- Collection: [QAZTECH AZ-104](https://huggingface.co/collections/qaztech-platform/qaztech-az-104-6acb369040d3356db826ce7b)
+- Source, data pipeline and publishing: [github.com/qaztech-platform/qaztech-az104](https://github.com/qaztech-platform/qaztech-az104)
+- Naming: `QAZTECH-<EXAM>-<Role>-<Size>`, for example `QAZTECH-AZ104-Tutor-8B`
 
-QAZTECH is a registered trade mark of AISC Technologies LTD in the United Kingdom (UK IPO).
+Developed by AISC Technologies LTD · United Kingdom. QAZTECH is a registered trade mark of AISC Technologies LTD (UK IPO UK00004263700). Not affiliated with or endorsed by Microsoft; AZ-104 is a Microsoft exam code used descriptively.

index.html

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-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
-</html>
+<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
+<title>QAZTECH</title><style>
+body{margin:0;background:#0b0b0b;color:#ededed;font:14px/1.7 "SFMono-Regular",Consolas,"Liberation Mono",Menlo,monospace}
+main{max-width:820px;margin:0 auto;padding:56px 20px} .e{font-size:10px;font-weight:700;letter-spacing:2.2px;color:#999}
+h1{font-size:44px;font-weight:500;letter-spacing:-1px;margin:14px 0 8px} p{color:#999} a{color:#ededed}
+.g{display:grid;grid-template-columns:repeat(auto-fit,minmax(230px,1fr));gap:10px;margin:28px 0}
+.c{border:1px solid #333;border-radius:5px;padding:16px} .c span{font-size:10px;color:#999} code{background:#191919;padding:3px 6px;border-radius:4px}
+footer{border-top:1px solid #292929;margin-top:36px;padding-top:12px;font-size:10px;color:#999}</style></head><body><main>
+<div class="e">QAZTECH / OPEN MODELS</div><h1>Understand. Learn. Apply.</h1>
+<p>Edge &amp; Cloud AI for certification learning. Open models, verified practice data and offline tools.</p>
+<div class="g">
+<div class="c"><span>01 ↗</span><h3>QAZTECH AZ-104 Tutor 8B</h3><p>Multilingual tutor for the AZ-104 exam.</p><a href="https://huggingface.co/qaztech-platform/QAZTECH-AZ104-Tutor-8B" target="_blank">bf16</a> · <a href="https://huggingface.co/qaztech-platform/QAZTECH-AZ104-Tutor-8B-GGUF" target="_blank">GGUF</a> · <a href="https://ollama.com/qaztech-platform/az104-tutor" target="_blank">Ollama</a></div>
+<div class="c"><span>02 ↗</span><h3>QAZTECH AZ-104 collection</h3><p>All AZ-104 models and data.</p><a href="https://huggingface.co/collections/qaztech-platform/qaztech-az-104-6acb369040d3356db826ce7b" target="_blank">Open collection</a></div>
+<div class="c"><span>03 ↗</span><h3>Source on GitHub</h3><p>Data pipeline, training and publishing.</p><a href="https://github.com/qaztech-platform/qaztech-az104" target="_blank">qaztech-az104</a></div>
+</div><p><code>ollama run qaztech-platform/az104-tutor</code></p>
+<footer>Developed by AISC Technologies LTD · United Kingdom. QAZTECH is a registered trade mark of AISC Technologies LTD (UK IPO UK00004263700). Not affiliated with or endorsed by Microsoft.</footer>
+</main></body></html>