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    <title>PyPI recent updates for quantprobe</title>
    <link>https://pypi.org/project/quantprobe/</link>
    <description>Recent updates to the Python Package Index for quantprobe</description>
    <language>en</language>    <item>
      <title>1.21.0</title>
      <link>https://pypi.org/project/quantprobe/1.21.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 23:58:06 GMT</pubDate>
    </item>    <item>
      <title>1.20.2</title>
      <link>https://pypi.org/project/quantprobe/1.20.2/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 18:57:36 GMT</pubDate>
    </item>    <item>
      <title>1.20.1</title>
      <link>https://pypi.org/project/quantprobe/1.20.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 18:27:12 GMT</pubDate>
    </item>    <item>
      <title>1.20.0</title>
      <link>https://pypi.org/project/quantprobe/1.20.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 17:37:56 GMT</pubDate>
    </item>    <item>
      <title>1.19.0</title>
      <link>https://pypi.org/project/quantprobe/1.19.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 16:50:02 GMT</pubDate>
    </item>    <item>
      <title>1.18.0</title>
      <link>https://pypi.org/project/quantprobe/1.18.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Tue, 28 Jul 2026 16:06:27 GMT</pubDate>
    </item>    <item>
      <title>1.17.0</title>
      <link>https://pypi.org/project/quantprobe/1.17.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Mon, 27 Jul 2026 19:19:42 GMT</pubDate>
    </item>    <item>
      <title>1.15.0</title>
      <link>https://pypi.org/project/quantprobe/1.15.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Mon, 27 Jul 2026 14:36:41 GMT</pubDate>
    </item>    <item>
      <title>1.14.1</title>
      <link>https://pypi.org/project/quantprobe/1.14.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Mon, 27 Jul 2026 01:53:31 GMT</pubDate>
    </item>    <item>
      <title>1.14.0</title>
      <link>https://pypi.org/project/quantprobe/1.14.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Mon, 27 Jul 2026 00:34:53 GMT</pubDate>
    </item>    <item>
      <title>1.13.1</title>
      <link>https://pypi.org/project/quantprobe/1.13.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 23:31:39 GMT</pubDate>
    </item>    <item>
      <title>1.13.0</title>
      <link>https://pypi.org/project/quantprobe/1.13.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 22:58:06 GMT</pubDate>
    </item>    <item>
      <title>1.12.1</title>
      <link>https://pypi.org/project/quantprobe/1.12.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 22:20:59 GMT</pubDate>
    </item>    <item>
      <title>1.12.0</title>
      <link>https://pypi.org/project/quantprobe/1.12.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 18:23:41 GMT</pubDate>
    </item>    <item>
      <title>1.11.2</title>
      <link>https://pypi.org/project/quantprobe/1.11.2/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 16:58:20 GMT</pubDate>
    </item>    <item>
      <title>1.11.1</title>
      <link>https://pypi.org/project/quantprobe/1.11.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 16:27:04 GMT</pubDate>
    </item>    <item>
      <title>1.11.0</title>
      <link>https://pypi.org/project/quantprobe/1.11.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 15:43:38 GMT</pubDate>
    </item>    <item>
      <title>1.10.5</title>
      <link>https://pypi.org/project/quantprobe/1.10.5/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 04:23:18 GMT</pubDate>
    </item>    <item>
      <title>1.10.4</title>
      <link>https://pypi.org/project/quantprobe/1.10.4/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 04:01:30 GMT</pubDate>
    </item>    <item>
      <title>1.10.1</title>
      <link>https://pypi.org/project/quantprobe/1.10.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 03:05:01 GMT</pubDate>
    </item>    <item>
      <title>1.10.0</title>
      <link>https://pypi.org/project/quantprobe/1.10.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 02:08:21 GMT</pubDate>
    </item>    <item>
      <title>1.9.2</title>
      <link>https://pypi.org/project/quantprobe/1.9.2/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sun, 26 Jul 2026 00:58:40 GMT</pubDate>
    </item>    <item>
      <title>1.9.1</title>
      <link>https://pypi.org/project/quantprobe/1.9.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 23:57:59 GMT</pubDate>
    </item>    <item>
      <title>1.9.0</title>
      <link>https://pypi.org/project/quantprobe/1.9.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 23:12:28 GMT</pubDate>
    </item>    <item>
      <title>1.8.0</title>
      <link>https://pypi.org/project/quantprobe/1.8.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 22:35:55 GMT</pubDate>
    </item>    <item>
      <title>1.7.0</title>
      <link>https://pypi.org/project/quantprobe/1.7.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 22:04:41 GMT</pubDate>
    </item>    <item>
      <title>1.6.5</title>
      <link>https://pypi.org/project/quantprobe/1.6.5/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 17:16:12 GMT</pubDate>
    </item>    <item>
      <title>1.6.4</title>
      <link>https://pypi.org/project/quantprobe/1.6.4/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 13:33:33 GMT</pubDate>
    </item>    <item>
      <title>1.6.3</title>
      <link>https://pypi.org/project/quantprobe/1.6.3/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Sat, 25 Jul 2026 06:54:40 GMT</pubDate>
    </item>    <item>
      <title>1.6.2</title>
      <link>https://pypi.org/project/quantprobe/1.6.2/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 23:27:58 GMT</pubDate>
    </item>    <item>
      <title>1.6.1</title>
      <link>https://pypi.org/project/quantprobe/1.6.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 23:11:10 GMT</pubDate>
    </item>    <item>
      <title>1.6.0</title>
      <link>https://pypi.org/project/quantprobe/1.6.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 23:02:54 GMT</pubDate>
    </item>    <item>
      <title>1.5.2</title>
      <link>https://pypi.org/project/quantprobe/1.5.2/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 22:54:28 GMT</pubDate>
    </item>    <item>
      <title>1.5.1</title>
      <link>https://pypi.org/project/quantprobe/1.5.1/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 16:30:29 GMT</pubDate>
    </item>    <item>
      <title>1.5.0</title>
      <link>https://pypi.org/project/quantprobe/1.5.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 16:20:10 GMT</pubDate>
    </item>    <item>
      <title>1.4.0</title>
      <link>https://pypi.org/project/quantprobe/1.4.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 04:04:02 GMT</pubDate>
    </item>    <item>
      <title>1.3.0</title>
      <link>https://pypi.org/project/quantprobe/1.3.0/</link>
      <description>Probe-then-quantize for LLMs: measure a model&#39;s fragility curve, plan bit/tier placement by the tiered decode law, and emit ready-to-run llama.cpp recipes.</description>
      <pubDate>Fri, 24 Jul 2026 02:20:46 GMT</pubDate>
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