<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: MoonsvnLyn</title>
    <description>The latest articles on DEV Community by MoonsvnLyn (@jiuyue0820).</description>
    <link>https://dev.to/jiuyue0820</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4162346%2F55d64981-27f9-4506-b3e8-01b0ab6001ec.png</url>
      <title>DEV Community: MoonsvnLyn</title>
      <link>https://dev.to/jiuyue0820</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/jiuyue0820"/>
    <language>en</language>
    <item>
      <title>PSA: if you're on an Intel hybrid CPU, run Strata's calibrate - it nearly tripled my decode speed (IQ3_S at 256K, 16 GB card)</title>
      <dc:creator>MoonsvnLyn</dc:creator>
      <pubDate>Sun, 04 Oct 2026 19:11:35 +0000</pubDate>
      <link>https://dev.to/jiuyue0820/psa-if-youre-on-an-intel-hybrid-cpu-run-stratas-calibrate-it-nearly-tripled-my-decode-speed-gac</link>
      <guid>https://dev.to/jiuyue0820/psa-if-youre-on-an-intel-hybrid-cpu-run-stratas-calibrate-it-nearly-tripled-my-decode-speed-gac</guid>
      <description>&lt;p&gt;This is the third version. In the third version, I added P-core thread pinning.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fw60ta1xtr6apfb66mdu8.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fw60ta1xtr6apfb66mdu8.png" alt="log before/after" width="800" height="129"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;setup: 5070 ti 16gb, 96gb ram, i7-14700kf, windows. qwen3.8-flash-next iq3_s on strata, 262k context.&lt;/p&gt;

&lt;p&gt;first test: ~17 tok/s at 256k. log screenshot attached, before lines are stock settings.&lt;/p&gt;

&lt;p&gt;then i changed 3 things: pool workers 13 instead of 19 (e-cores were stalling every verify window on my 14700kf). spec 6 + spec-min-p 0.7, pcie-frac 0. all measured by the built in calibrator, i didn't hand tune anything.&lt;/p&gt;

&lt;p&gt;now 256k sits around 55 tok/s warm (prefix cached, thats how agent sessions actually run). cold is 43.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd2lwox017ylsxd6x0ihf.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fd2lwox017ylsxd6x0ihf.png" alt="affinity test" width="800" height="259"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;if you're on a 12th-14th gen intel cpu just run the calibrator, the defaults were measured on a 6-core ryzen with no e-cores.&lt;/p&gt;

&lt;p&gt;full numbers: &lt;a href="https://github.com/JiuYue0820/Strata/blob/docs-256k-tuning/docs/TUNING-256K-16GB.md" rel="noopener noreferrer"&gt;https://github.com/JiuYue0820/Strata/blob/docs-256k-tuning/docs/TUNING-256K-16GB.md&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>performance</category>
      <category>opensource</category>
      <category>machinelearning</category>
    </item>
    <item>
      <title>A Password manager - ChronoKey</title>
      <dc:creator>MoonsvnLyn</dc:creator>
      <pubDate>Sun, 04 Oct 2026 19:10:43 +0000</pubDate>
      <link>https://dev.to/jiuyue0820/a-password-manager-chronokey-4kej</link>
      <guid>https://dev.to/jiuyue0820/a-password-manager-chronokey-4kej</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4dqq4603tope6hrnek95.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F4dqq4603tope6hrnek95.png" alt="ChronoKey lock screen" width="800" height="515"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you're interested, feel free to give it a try. The README and other docs are all in the GitHub repo, and there's some info on the official website too.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa3ob4r3njs2927y291dv.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fa3ob4r3njs2927y291dv.png" alt="vault" width="800" height="515"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Github: &lt;a href="https://github.com/JiuYue0820/ChronoKey" rel="noopener noreferrer"&gt;https://github.com/JiuYue0820/ChronoKey&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;official website: &lt;a href="https://jiuyue0820.github.io/ChronoKey/" rel="noopener noreferrer"&gt;https://jiuyue0820.github.io/ChronoKey/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;It's available in multiple languages.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmt208m9nisu2c6o06l7d.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmt208m9nisu2c6o06l7d.png" alt="2fa" width="800" height="515"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>security</category>
      <category>privacy</category>
      <category>opensource</category>
    </item>
  </channel>
</rss>
