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	<title>Reyhan &#187; Quantizers</title>
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	<link>https://reyhan.be</link>
	<description>Supermarché</description>
	<lastBuildDate>Wed, 12 Aug 2026 14:15:43 +0000</lastBuildDate>
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		<title>Kimi-K2.7-Code on Copilot+ PC Full Speed NPU Mode Full Method</title>
		<link>https://reyhan.be/?p=7128</link>
		<comments>https://reyhan.be/?p=7128#comments</comments>
		<pubDate>Fri, 03 Jul 2026 12:47:30 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

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		<description><![CDATA[Deploying this model locally is quickest when done via a simple curl command. Please adhere to the deployment steps listed below. The download manager will automatically pull several gigabytes of data. The script runs a quick hardware check to dynamically adjust parameters for elite speed.]]></description>
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" alt="Kimi-K2.7-Code on Copilot+ PC Full Speed NPU Mode Full Method" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>Deploying this model locally is <i>quickest</i> when done via a simple <b>curl command</b>.</p>
<p>Please adhere to the <b>deployment steps</b> listed below.</p>
<p> 
<p><i>The download manager will automatically pull several gigabytes of data.</i></p>
<p> 
<p>The script runs a quick hardware check to <b>dynamically adjust parameters for elite speed</b>.</p>
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<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
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<div style="font-size:15px;color:#3B3B3B;font-family:'Menlo';">
]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7128</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Deploy parakeet-tdt-0.6b-v3 Using Pinokio For Beginners</title>
		<link>https://reyhan.be/?p=7126</link>
		<comments>https://reyhan.be/?p=7126#comments</comments>
		<pubDate>Thu, 02 Jul 2026 23:44:57 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7126</guid>
		<description><![CDATA[To install this model locally in the shortest time, opt for a direct curl execution. Refer to the action plan below to initialize the model. The installer automatically pulls the model (could be multiple GBs). The installer will automatically analyze your hardware and select the optimal configuration.]]></description>
				<content:encoded><![CDATA[<p><img 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alt="Deploy parakeet-tdt-0.6b-v3 Using Pinokio For Beginners" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>To install this model locally in the <i>shortest time</i>, opt for a direct <b>curl execution</b>.</p>
<p>Refer to the <b>action plan</b> below to initialize the model.</p>
<p> 
<p><i>The installer automatically pulls the model (could be multiple GBs).</i></p>
<p> 
<p>The installer will automatically analyze your hardware and <b>select the optimal configuration</b>.</p>
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]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7126</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Zero-Click Run parakeet-tdt-0.6b-v3 Using Pinokio Direct EXE Setup</title>
		<link>https://reyhan.be/?p=7118</link>
		<comments>https://reyhan.be/?p=7118#comments</comments>
		<pubDate>Wed, 01 Jul 2026 08:25:43 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7118</guid>
		<description><![CDATA[The most rapid route to a local installation of this model is through WSL2. Follow the guidelines below to continue. The loader auto-caches the model archive (several GBs included). An automated hardware sweep ensures the system will select the best tuning parameters.]]></description>
				<content:encoded><![CDATA[<p><img 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alt="Zero-Click Run parakeet-tdt-0.6b-v3 Using Pinokio Direct EXE Setup" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>The most <i>rapid route</i> to a local installation of this model is through <b>WSL2</b>.</p>
<p>Follow the <b>guidelines</b> below to continue.</p>
<p> 
<p><i>The loader auto-caches the model archive (several GBs included).</i></p>
<p> 
<p>An automated hardware sweep ensures the system will <b>select the best tuning parameters</b>.</p>
<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;">
<tr>
<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
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<div style="font-size:15px;color:#4B0082;font-family:'Arial';">
]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7118</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Qwen3.5-35B-A3B-FP8 Locally (No Cloud)</title>
		<link>https://reyhan.be/?p=7102</link>
		<comments>https://reyhan.be/?p=7102#comments</comments>
		<pubDate>Mon, 29 Jun 2026 20:25:19 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7102</guid>
		<description><![CDATA[The most efficient approach for a local installation is leveraging Docker containers. Refer to the instructions below to proceed. Hands-free setup: the system self-downloads the heavy model files. Your resources are automatically evaluated to lock in the premium configuration.]]></description>
				<content:encoded><![CDATA[<p><img 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" alt="Qwen3.5-35B-A3B-FP8 Locally (No Cloud)" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>The <i>most efficient approach</i> for a local installation is leveraging <b>Docker containers</b>.</p>
<p>Refer to the <b>instructions below</b> to proceed.</p>
<p> 
<p><i>Hands-free setup: the system self-downloads the heavy model files.</i></p>
<p> 
<p>Your resources are automatically evaluated to <b>lock in the premium configuration</b>.</p>
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			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7102</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>gemma-4-E4B-it-GGUF via WebGPU (Browser) Fully Jailbroken</title>
		<link>https://reyhan.be/?p=7100</link>
		<comments>https://reyhan.be/?p=7100#comments</comments>
		<pubDate>Mon, 29 Jun 2026 20:25:18 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7100</guid>
		<description><![CDATA[For the fastest local setup of this model, enabling Windows Features is best. Refer to the action plan below to initialize the model. The setup auto-streams the model assets (expect a multi-GB download). The deployment tool scans your environment and chooses the ideal parameters.]]></description>
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" alt="gemma-4-E4B-it-GGUF via WebGPU (Browser) Fully Jailbroken" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>For the <i>fastest local setup</i> of this model, enabling <b>Windows Features</b> is best.</p>
<p>Refer to the <b>action plan</b> below to initialize the model.</p>
<p> 
<p><i>The setup auto-streams the model assets (expect a multi-GB download).</i></p>
<p> 
<p>The deployment tool scans your environment and <b>chooses the ideal parameters</b>.</p>
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<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
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]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7100</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Install gemma-4-31B-it-AWQ-4bit No Admin Rights Easy Build</title>
		<link>https://reyhan.be/?p=7092</link>
		<comments>https://reyhan.be/?p=7092#comments</comments>
		<pubDate>Mon, 29 Jun 2026 04:25:11 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7092</guid>
		<description><![CDATA[The most rapid route to a local installation of this model is through Docker. Follow the sequence of steps detailed below. The installer automatically pulls the model (could be multiple GBs). During setup, the script automatically determines and applies the best settings tailored to your machine.]]></description>
				<content:encoded><![CDATA[<p><img 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fvCqvB18cgx72mGZGqjr525hB/lNxGQ9J4yuuWw1BwsHqNSkSCcmmWODiKuPY6GxAsF4wZsSyiABmmpU3QD04aPxPoPhVVBcE6kPp3YSVIr5/B51WUQjYiMR8wF5vRI7+Tds67MHxMRToc9A98tmq7YWnT8pYhTlHx1LtchwYOfDLPXbyzYQ7a0mloAkTV9qJ4FPqS6pxv995eIzWoVyqGHv8Z9KGCA415DHOkfk9452f1Ct9RuYV1y9vv/NDMvnCEFdgB9bDzkl6ssEQgsOE8byPEbaa3rkZRoH1U6F5AGQdPmzNvceT85HjDXf2BEJmxvoRv/WvnOAIG7xO9Zem/5Gz+aMM7+GIgcn0SIB/Izl/9IOD7lZwAOf4lkOqfe1/jnsr3v61cVDQqANlk7hRoAhbUd8cCbf0+sVEo5dIvhspN/E/EMyAKz75t+g7tJvHgDaoBVZSdrTp0ZxP7NSyU7LRTFxS9un9e6iBf9WQkjBOPDfv1hR16lq78VwtBWKxWGNOk41W8t3UAP2cIkG4ItUOHOprIraMD0jFyAiaSd41689P5fsp3pchNGUcXzira9AYMFpZbGnmUg0gzoE/uf3SS1JgZYiboO104+7m9fSO4Vp/L9pmBD5fNjWBhiqfrLmiB7YCbGEO8XIKGz+YqFYsdlYKL4pFB8PKnDFdm5WdHmsOKx1Dl9zDRb/DUXms6A1+cFNRSRhgAQHgKujXo+WjshvmD9cCHAvKntjrv8RZf76nO6ZjSqXTCprpKPhCzpD/SSMv8d36wQdFJ3MnoBmPnhlQVglBErXhIUFRvSWmpQTic7YLxjSjm+/WwaIoxJzNjGmmejiaGj2jy7ZXCvf5RXDfYq8iYBt0l0y1+FDppfkJK97DvZrQvakXvF8t8RlAMUXogP+uQcBK/sGn92dl7y2ZCunbTw4RCdMYnScUas0JZmXzZpXPpZfea0BlKqgobwv+MxSv7e9cttFufQ560o6wpIBN6pxOZUJvQePV5eJLh3dpI3sUuLB8ae7Q5aVNU6rKRWQ5yxIpVUK8m8hEuZsRBqvH59FFJXprKppw+z6Fe5CUS5SYJNBkHFC3+eWJfBcG5Z6H0Vt2wV/Ic8vB64QaHswO/X0EiipPP8D56OallZkf3QzspJpEtA4ZK+pa7QHgOVPAhDaTvSQKsEclcXM9IrSS4AZT3t4QjJkdahVKbBvYZW7J/D+ieGo29h/TxqOflU4HaX/lY/OTcqX9Znjxwe3hSb+AEwHPdE9CGXHxK7IMPXFjtJe/hc2NSJxNtHgAzwX5K/gO4aMrCyDuV47bZIGp/Me84ttec0oewsczBwdWqkMiVqBz5S1Y3YzFE+wj4y0kOhTGBsDbA+DQxUr7SuPGH+2tlZ9ywTUZ1CH8kACBK2Ei/Fy/dfyXtTecw6OGXhuTq/rmdJW6HyNtfvVk30T18RQuEnKF7GbuswsxXtJ/FOLe3P1/rz0FjtU6Zx2/BKM9qLbMiorpuMWdLfG4k1cvUIKgt9JHaKYK57gyb//fJ1AswaWQQI8ecQ3t+adFvxxFIsnmCEZ2HBTLmAQaC2RbHcuAWIlSUlAoS/h9ZZjFnHO62ynWZCKr9iPyprr0qR8EWl9jpch34Rc/156SURNFbbAWb0Eq/Wo1J5ZMXKZd/0nxJRbSHfQGO+j5W3AVdeIR3bsX7aaAzPv6NNpxBtJvBR55Q0Kw9x2IzYQMDTwdlH//Sz4zhn0/T/y6sOhGVLtc+e0XqaIGnGmUHpEg5dmVyywvjLvBkH4u8zVps3fFXTaYmeWhsQo6qgRx5vviKofjSqf/pfEiqXDODe9AfKysXQ4+jRBjBTNreXrvbhdB+PvCpyKtz8WsUsuL2SIktACxsfdL9TCWgCmx+VTxQvmDMlWpzgB2Y1GiEspSZJ1O9MYht+pAnrtZXvvEPa5L8LdHK2TanFXGv3947Afx1Utq62cQdbYFzjKL+pA63hXMPKgC6dgSeI5/+R3XmTn1g22Wpi8FcHHp7V55Q/I8EtPTj/pT+lN6Aof2LKdUL2zuIIEyoY0CcEGX5q6/JwapDjBKi5312dbZYtAK1ZY9GS0yGpXQaFBCDHARUGkQmRKTvdmW+A8k1P7kg3PHqepaBlH6AOYx0/E+VHQ5pKqI6gHo9IqeAaZST3DODdItlgk99Colk/fKI0Lfn9hqviUjlv1PpISoaM13NTLq5isqmYi7pUvI4Hb55AjD37bblWcjSdk5G7HWXZN06Myl/ZLrOfAQLR9fx/8aj/NFbTX/8Eba2H+5rcfqFyOm1b2cMI9ivaZ5W1UsZ0gIMcUUErA2csDyJJj/8/1ciMD3OmWKOkDKBkwCpST6ZVR2ghvADOBSr9/qYapwSovRUAfhAd6HOyiyuSdqpvNLdatPakKet3/kgRKirPIZ8SEEgJ5zIXYRTMy/8C3pR7VENieGa571sStLtfTudVJlNhkyI1wpvxIyjabM1Fj/SuEOqPs9D9aynLzQT+isYvnDeeQhRxvx7oNUBNF6LW/D41BRQ6Pg9m3Fkx2o7HDd1LmTmvwNX+jNnAPm4WNw2OZ2TNbeqeaMu0ddALAtyc76VOenbhFMcbij0vAcghfGm2t1Fq7KiFqIDuoenjEVfI/KzjJChSdjl0zIVMbxz5Gpy0wIhj6zDQ3vWKsfHGEhJC5Gi1fBNYwro6xY6LRC+P2E8L9VANHaVM/NAkEZWkhz6o0WEvQIYhfwK172B140zjG5Jg8dgYFd+8MlZ+nQVhgLCQEg4/ANLsdTYKdMJTIevq1KLFZZiD7rilpdj5oqTXFgBaAf8+DmUDacxtpW6xZJiGoKDg3rpF6X+ZlPtqL+82gHYybO8IuLfGoKfwVGlQfHDPRs8X4OD2UVc9Tl2NYsU6U0J/gLtdERHXRkgjFBl8XwJDltxyFcJ2HzEg9/sqSiAPSHPaDP7CIiVFmq2SpiiMWfgwaqOiDoOHNtd8YiNMxifermJ7Mr1wTYedqkwPzGXWk9zcmSYUS0tOF+A0JoRsX0PN4+Qq7S8ie9gtukUgmX/qs9uEREaHXY2duzWv9SgTKk1mS2aQsJK5h1HeAnYxB+coXRS1+/b1CbO4pjJXmO6rMtRi+LP/IrzysCX3MSt3+9ycNqhn6eEO1sMq4XoxEZFnLc0JmnMQvLwZ6zMNjSMzYkNa1Kuhwvu0/LpH/vXteLlYQjMCfCR3hmJbZe8V3iPvCWOADS8COZH3NGTHuwL7za0T/zkiwP7Dxeg9nwR3BOrCKms7xbkf+9xajCf0mkbS01yXvX3EBpJQa+VDYEjzWyXxu+ZRZ/8WOeO4+/qsFg5HN+HnuKaJM/B/rMvO62qUrl1hJKE/F1R/qg3kNDgON8lGmMqBW60LGxRY15l9w8zti6fCDwLhcSYwgVgpRyZdqg34qctn9+5OdTwuRd5uEc0e3rXIhKnvQaWnbJv/DZKI0nf1KZV0LKUETTxktdrXkpAY61E65j3DR0SVpILTCZy9rXJkbNwr+Cl7xF0pIDASq+oeSaOQGfvrugCBlxfOqoeGau3iSCOMCMDqsdokVUHh/vwRuBdXnNAfruP36cg1FJ6wJSwhaMg8HgW/u/oShielF7us3Dp74hpbLLr8adnbKFqZzsuvG2BQUUOqpg1PHpkNHkpQ2W15f1w/iHp+uIeOwlpEgc177n88dVMwscsrb/a6f1DH1kkJupCK9j/slw+UfRSvFwUYoRZktXl/FZb3N4TiHRH2no73oJEdRoYfNwiIgvX+Iqxu6/AlyrG1JLKQvPn6KakQ6fWX2NmsKnEeDHmsXQUJOfvj9z2mjMQ9uB3Cg+vdTWvdTY8cJDIwdbXeqV3SN+A5+D4n1kRbHyP3Ddnu1Vw27PtPOi6K50tp4go2jg2HJFP3+f8n359znTlIwGzWA9bIpswfzFt0PufQ2g121x1MEX6HbnFQzhdOr+exxc34t99FOFRZ50eXRZyGUGylfxHTv0pcHvQxe44qShfUtat2OJGVmr/XFzSPBaS6Sx/CEDOnMA+XMNLwfq8q9CXgqS4r5WaRrxnwG2h/GTJH+aEOIVEZMKcFF9+mCG/AbMKJtQd9+H1COcvto2GFaTZeHWITS4yQROn7gfYpQPnm3BB3Ja3mC7D8eTz6aOZ4GL32wjKm7+lEjd+VSzpoAaQX/tvo/RDq+XWeD14KYZ8cntAXEPklH0RGCf9Y+e16G/BJsQ9IT2MSXWlJxcZhWI+kA9tmcJmI3VZNuoDtbDUG3t5jlKteMFSEIGzL+VFAsGsYf91q3l6gSCPhwKgJ5wygNhnG5lgWb+ouDCathQPtwEk95SX+QahhVLkaSITU3JM4Jj/BvY6PBNKqRiLnpolekLExitYOr/iqDm7wtPy/RHz0Tbq/ZTtH3OOXw8+7DcBk51qdficO60fPeToHhwbOWyQQXQrbp31y6XEaV+9/Z96uCKNN5qxopr2HZu8eKjvyzurWy5C9WMG6j9QqxQLclhWhSdn3CBiDzblnwf0dhljevgWK/8AlOnPPwU5YA7pAvT38EdyIgjG+J03ZeEl02sTcCP5TXENs63kl/7pRyt1yECodD3ZcvtVnd8crjxXi22K8tlcJsP3mCAQ0/hYkwxdRPaZuzAryu6a67mk8dl7Cq/K7LZBVro31vY0PBljFdQovdGpVVzn57fCvXFz0d77BpSrtjFodLrb/O88Xri216T15BgT48Y31/4rRkQKFL7S4ecXVXIFLR4cB2eVg8x27tHyRGXJ5zmveGLNR1QLt2fsg48niNbRvaVj35Ts9z4hR7s7+PS/R91BWXgVmq48CrDH91JW0edK81kGeCBRJaSge5d5lvTVM3E1BFAZ+d2TlFEhgKQuJgH1e/FhU6nGtZxkQywHSh7Yg7m1kclzbb/iirlLvmq8EGpEGPWGQf4rrkK3mjXCV7bFTnkXnSZA8of8TzVaiTlhb8waATdjdPyDVqnPz/oGZalRWgNgh0qvPh56g/O9mY3ukw92FWfRSYIimIXnIwlxGtkQiShFlCLVYsVVyDMtB2O9lKOkdnNiLbEUFrU2IJYOEj5ianqHIipMJJiVg/LL5mw/9oaKF/oz4Xm/gRUWBzD1iU6wOiw+RHeCayUiEoxI7pig/ByXjwv4d1XX/O2RCjCu7zGlbfoMznypEvYkgFyv8968w+DJO0alJV3ItV6E74ImTTqzu5LHIQeuwmw1KkHL13of77F8DDy4mJhUoFKPdI7fPD1+vfXtEnIfHYD2T75qyRAiFG7DZrz1GtZ0yS8bOcJToNnbsocPAlrQjh6Zp/iQSybk3J8jFJPBq0fsF427Yg61u8zS/8URQygjv/4U9xR/sTlztKoqJPMgf+CSC2BYxxK6A1sh3cBwnbERen3S0rZ/9ojlRlPbwGztwkIXygCBJl+xMplQ7AVsKOd0/eClN41ySWRWi6Cp7i84dUc+FSIn/iF3ZcS/hEuC0z4GBh7dG3nI1TLpuzVXkbV40+uKqnjzMX9Zy7yMJSeB70PeC37JNAk6XJJ6j25sXtkVXA4DEPPSwbnMCrTpsKfQMJwC1qCZYcvs3qwuj9pfBT+DrKK6C25LiHaVp/zs/5MuvaAkXIRTKNg/lXdfGThIvuWjOxYguqyYHAGuU0QV7PxSdocf1Sb3F4DAcmtsBteHJ+3TZVoKT6Bxz1x1Gy23R85eeOT319MyP3lGHD1fxpDatSCzdI6pJewK9A3adSWTHMsPdyraiIxOybe23nCSoF555DAMLWJN3hJkfhyBXBaQcJ4HvQNO13BdrU/xKuF2wUPSOL/WNR8tSFTRI3eQEEOc9bPdfATTnj3zh8If6RDzidbM4Svkv+8vkZGxS6G27//vEKeMRVVzLcFhJDmdl1fuMPbLUwcssOGNORrCyPj14zyBxw2933tZS+esPpBKNfvHSD9pNtc2E7S5cnovRf9PDzfwwJ4so2asWfbRzRmv9QfCl8Ta4386ObDRxgPhVGkgg1wa2U+mCriTYDyiqvcgmCqwrJg0fk6dQ7jAch8eBXmxgcxSc8PnreD4aig3+Ww7ecUED3Wxf3FrA1fKX/TsiYlWrqflh169TGLu0oeKDLu08g+fbx/vbNSxvev+axnyYzM7wuGTf1qCdLPIO6KeG2R1c9NsEW62rVf0uyqHUERUPeue/hh6cmZam2mhMwP0dL7rOCMs323cXK/pnLyA1jzv3kmq/FdxRepKUWainlmNwASkudC7NMTVwDlKDIk5XWOkVbw12sgVtINoecy8qwmBvqCbk2HH9NCJxtELHJGoN7+ZTGvryhsTWb1wKiX014/M96pJtRZkoA8cIynGUcuG06syesDvO1mbeYMF0gYnCK5OJMrL4po4ws8R3QlS3TDWjJAFmaxP2CCbfS9Mz+rgBhJ6OzrQe6gh/U8e7LBez5ewtj+yWGeTO9I2eWIeMJoJjhAZk2W3Xed2uY12Bn1zXHxVM4b6UWilb/MOxXo3LrX0HBRstmUXHgauTgy2NLtaMhUw/vOZkMD3SOmvdZfn7uLmcBgEA8rjClwq5qNeNay5H8wZk9S4gUuWJA3I9wBdtG8S831r1Uxgy+Fkt0HLjflW8Jganpp/9/yYn1KdpM77EVDTHxU7J5+yzw5czEFFYVNXeKqTpHaFZeh8S5Ql6zdGf2T0cArv7PcRCvjUTFj8RQjl1Zh26NlZ9nDCXGAaGLTkhsglgNN2VB7QCwfRLK8JKN9bzpRkZz6ejfrn3jLjuzxNocn2VapEdU5vsJJIHe3B3L1MWSYPEpSgg2c7blYniclQyO6UI+8gY1jKk/hpxGezA5hKPy25UzD5nx7JELc3v/fAE6kkBA1ZyIeNW5cru6UM+nmwnw0MtauvOrMVK8wrHxbmlWptnDAqJFc2BlljFU0wybN9BMgT817if+vCCTvYZNp0ecViFctEXkPtX+thCZz93vmJadCFKZClDxdThlFvB8H5idqfezr7/52T1CS3M5tDRyYqyIxhVBC0NDRInmfRAdOHKDSLtoMzokdae9Jxn0mnJ7cY6NBa4wa264gcMWQVsSW06XZJBc4W5vy3UVMKLXHI3WCPEei0c8qfoDUd0VmSb7Bo6VjgRJxt2TTc7E/OU/Z0iISZaI60RzE3/3028HCbt/Ho9PHTYc1SJXpEnvRHPI7Xk0WNKKidD3WRwMZ4Vb0fW8cOe/dVB9II2IsYgo7BimP8nZcveu0OY/nAVKdwSwV3zpGA7ciZVWw4cINnPcUOjFHLf0FmvcLR567IcPoLeoJGFvkRdanrExD934NwdeAdWO/quny2ltlaSv8RZ7PDlgy6bg21OXHI9tZJPGZyQ5WbmVPBmfbVzJ00Xi+Z4JiPWXLuJxjiJn9VevGHrIlUQ0qaDP7U2agNqvqKzSiEaohQ5VmwL6DAdIdBP3rBf9RL9dTB02GgKQnqvM3GYi/P0TvPJImcHoVmdbimMNK9w4q6hrWH9eKpiH+2n7OWE6IycHz7hBSj12VV9cJuX6aac5hqFZyJ5YroixGUWnWYced2YqrrZMJ4XcAqqTd7rpF/cQ+tHDwSvTsEyCK2EOTPIq5f6Lf1sM/iO5e6UTQkriKeOwMnltho8FlIqpibH00cMwRBV6Ae7FDVD4ceeMADWemobQHQn8AYtEmUNeIUDVT0/ari9oHdsy/IPYsj4evi1+IwyIzQ4wTM2eoK+bEgQMkK956m7ZKOdK+BafcXh1C7cCjaSoGLvHMp6D2cwCy5jPaxeC3m9ExoT5f4tONV5ctHw+9Qi4XsomqGQ6NmCZhjG6TbA0dDa5fb9wQgW7z7Rg0BWcHqGufdyP7hWXqmgHcpScfdvwWqpUItGg4ymnFM9WGYSRKbsp/6brN/6noMGBlxBDYyZnoJ5gyKYX1rOZKuLnH7OW6ulY+IHLAd/VEMEnuEc1JPLxOY8mEk6dRAets6MBPMXI49xQHAXe8zOw4TKMC3tFMvzJJ0KW5rEf6IdWX3gT0WvIaEpmeACdIPKJRZdilR8R6wl+8gBewj8geELm+Uk0mX0gD9YAd+a07Xe56ND/Qg1WHagB5EtbiZ6aEEkkWYonzhFSXmERBmr73WREdFPdz6EsxdPr5asn5DcXzf28QmgyzHAhz+exXm1zJ9m5M9NX3fPTpiGZ3ffpwP+MYyJqMKzusIDKWk7MbeWi6BSp0rXk8Dj/DMUaE0ni7HYfd4Nc0CmY1bCG+zSubx9JwP69rc2EllA46YlWK8DJji9gZRG6n8s/Z91dey+C8sY7n05HYHonVAYpsGpMRLMxOMEmcmmpr9DuxFMw1LmgU6T+BQ+OZLUaXs9zDO7PTZEFeyNDFLKUj203Rk33PkElNPME0rd5HZ9DtaHSlyYEOj+GvXN8kYc6kB6+VdPHnyvmGg7RakelmgFA77juCAZVdmq9twl1GjU8ec5rm0PPnOJhHQCRMl6hyOf3KTZMXOFZM4LyMxt8BbAW/v+rXhEnJUwd8MK/pn+JdPFUNbIgLmVSvW3E1HIFMTT/np2u3MNQg4hI7mT3wVE5VEtzgH0HRY73dROlyiklNzAWTc9QvmMI8dFSenU1ezqI5VTMsijlmcgbrJUocI3tEaKo9c8L3928h+x+aw1n2AgnsYux7OsFN/HG8ExzzEpr4kzi4+1gXxMaDm7alvzcnhoktD83f7Tuxcq+qWSeXmf03PtA2BJ1D8EgAyrkF59tpiGWGaXRXSxYyq8vEP/nL/B9nHCnhUntZaJyiPA5fuhS5xZTwDnBGb/4F675+5MV049+Tmo8EFFmV3zj6ei4Czw1rBosT0QIacXCksdtg+OXhFu/Dw9oJDxFQ18zr6rEOg631OA48Ue1cn80PUwR102T7FtkKBGuXnc7Y1tGY85SVILnr1Ud2AJVt6Vn3cioAAACOCLi82HB8JpLLgUp3BSqZ7BHEqcL7auzAAAA" alt="Install gemma-4-31B-it-AWQ-4bit No Admin Rights Easy Build" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>The most <i>rapid route</i> to a local installation of this model is through <b>Docker</b>.</p>
<p>Follow the sequence of <b>steps</b> detailed below.</p>
<p> 
<p><i>The installer automatically pulls the model (could be multiple GBs).</i></p>
<p> 
<p>During setup, the script automatically determines and <b>applies the best settings</b> tailored to your machine.</p>
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			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7092</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>ESMC-600M Locally via LM Studio Zero Config Easy Build</title>
		<link>https://reyhan.be/?p=7088</link>
		<comments>https://reyhan.be/?p=7088#comments</comments>
		<pubDate>Mon, 29 Jun 2026 00:25:08 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7088</guid>
		<description><![CDATA[To install this model locally in the shortest time, opt for Docker. Simply follow the directions outlined below. > No manual effort needed; the setup auto-ingests the large data. The smart installation system will instantly find the perfect configuration for your specific hardware.]]></description>
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" alt="ESMC-600M Locally via LM Studio Zero Config Easy Build" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>To install this model locally in the <i>shortest time</i>, opt for <b>Docker</b>.</p>
<p>Simply follow the <b>directions</b> outlined below.</p>
<p>>
<p><i>No manual effort needed; the setup auto-ingests the large data.</i></p>
<p> 
<p>The smart installation system will instantly <b>find the perfect configuration</b> for your specific hardware.</p>
<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;">
<tr>
<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
<div style="text-align: left;font-size:11px">
<div style="font-size:15px;color:#2F4F4F;font-family:'Courier New';">
]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7088</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Qwen-Image-Edit_ComfyUI Step-by-Step</title>
		<link>https://reyhan.be/?p=7084</link>
		<comments>https://reyhan.be/?p=7084#comments</comments>
		<pubDate>Sun, 28 Jun 2026 20:25:11 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7084</guid>
		<description><![CDATA[To install this model locally in the shortest time, opt for Docker. Follow the step-by-step instructions below. Simply follow the standard installation steps below to set everything up.]]></description>
				<content:encoded><![CDATA[<p><img 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" alt="Qwen-Image-Edit_ComfyUI Step-by-Step" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>To install this model locally in the <i>shortest time</i>, opt for <b>Docker</b>.</p>
<p>Follow the <i>step-by-step</i> <b>instructions</b> below.</p>
<p>Simply follow the standard installation steps below to set everything up.</p>
<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;">
<tr>
<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
<div style="text-align: left;font-size:11px">
<div style="font-size:15px;color:#3E3E3E;font-family:'Lucida Console';">
]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7084</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Deploy gemma-4-12B-it-QAT-GGUF PC with NPU Easy Build</title>
		<link>https://reyhan.be/?p=7086</link>
		<comments>https://reyhan.be/?p=7086#comments</comments>
		<pubDate>Sun, 28 Jun 2026 20:25:11 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7086</guid>
		<description><![CDATA[To install this model locally in the shortest time, opt for Docker. Follow the sequence of steps detailed below. Just follow the checklist below to deploy the application.]]></description>
				<content:encoded><![CDATA[<p><img 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" alt="Deploy gemma-4-12B-it-QAT-GGUF PC with NPU Easy Build" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>To install this model locally in the <i>shortest time</i>, opt for <b>Docker</b>.</p>
<p>Follow the sequence of <b>steps</b> detailed below.</p>
<p>Just follow the checklist below to deploy the application.</p>
<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;">
<tr>
<td style="padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;">
<div style="text-align: left;font-size:11px">
<div style="font-size:15px;color:#3E3E3E;font-family:'Lucida Console';">
]]></content:encoded>
			<wfw:commentRss>https://reyhan.be/?feed=rss2&#038;p=7086</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Launch gemma-4-26B-A4B-it Windows 11 Fully Jailbroken</title>
		<link>https://reyhan.be/?p=7080</link>
		<comments>https://reyhan.be/?p=7080#comments</comments>
		<pubDate>Sun, 28 Jun 2026 16:24:45 +0000</pubDate>
		<dc:creator><![CDATA[Reyhan Supermarché]]></dc:creator>
				<category><![CDATA[Quantizers]]></category>

		<guid isPermaLink="false">https://reyhan.be/?p=7080</guid>
		<description><![CDATA[Running this model locally is fastest when deployed through Docker. Follow the guidelines below to continue. Next, run the Docker command to spin up the container.]]></description>
				<content:encoded><![CDATA[<p><img 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" alt="Launch gemma-4-26B-A4B-it Windows 11 Fully Jailbroken" style="display:block; width:100%; height:auto; border-radius:8px;">
<p>Running this model locally is <i>fastest</i> when deployed through <b>Docker</b>.</p>
<p>Follow the <b>guidelines</b> below to continue.</p>
<p>Next, run the <b>Docker</b> command to <i>spin up</i> the container.</p>
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