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        Semantic-kernel - with kernel-memory
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    Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)
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<h1 id="llamaquantizer">LLamaQuantizer<a class="headerlink" href="#llamaquantizer" title="Permanent link"></a></h1>
<p>Namespace: LLama</p>
<p>The quantizer to quantize the model.</p>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaQuantizer</span>
</code></pre></div></td></tr></table></div>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaQuantizer</a></p>
<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
<h3 id="quantizestring-string-llamaftype-int32-boolean-boolean"><strong>Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)</strong><a class="headerlink" href="#quantizestring-string-llamaftype-int32-boolean-boolean" title="Permanent link"></a></h3>
<p>Quantize the model.</p>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaFtype</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">allowRequantize</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">quantizeOutputTensor</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The model file to be quantized.</p>
<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The path to save the quantized model.</p>
<p><code>ftype</code> <a href="../llama.native.llamaftype/">LLamaFtype</a><br>
The type of quantization.</p>
<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Thread to be used during the quantization. By default it's the physical core number.</p>
<p><code>allowRequantize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>quantizeOutputTensor</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether the quantization is successful.</p>
<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
<h3 id="quantizestring-string-string-int32-boolean-boolean"><strong>Quantize(String, String, String, Int32, Boolean, Boolean)</strong><a class="headerlink" href="#quantizestring-string-string-int32-boolean-boolean" title="Permanent link"></a></h3>
<p>Quantize the model.</p>
<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">allowRequantize</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">quantizeOutputTensor</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The model file to be quantized.</p>
<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The path to save the quantized model.</p>
<p><code>ftype</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The type of quantization.</p>
<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Thread to be used during the quantization. By default it's the physical core number.</p>
<p><code>allowRequantize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>quantizeOutputTensor</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether the quantization is successful.</p>
<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>


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