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<h1 id="quantization">Quantization<a class="headerlink" href="#quantization" title="Permanent link"></a></h1>
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<span class="normal">25</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
<span class="p">{</span>
<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">QuantizeModel</span>
<span class="w">    </span><span class="p">{</span>
<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
<span class="w">        </span><span class="p">{</span>
<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">inputPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>

<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Please input your output model path: &quot;</span><span class="p">);</span>
<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">outputPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>

<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Please input the quantize type (one of q4_0, q4_1, q5_0, q5_1, q8_0): &quot;</span><span class="p">);</span>
<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">quantizeType</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>

<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">LLamaQuantizer</span><span class="p">.</span><span class="n">Quantize</span><span class="p">(</span><span class="n">inputPath</span><span class="p">,</span><span class="w"> </span><span class="n">outputPath</span><span class="p">,</span><span class="w"> </span><span class="n">quantizeType</span><span class="p">))</span>
<span class="w">            </span><span class="p">{</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Quantization succeeded!&quot;</span><span class="p">);</span>
<span class="w">            </span><span class="p">}</span>
<span class="w">            </span><span class="k">else</span>
<span class="w">            </span><span class="p">{</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Quantization failed!&quot;</span><span class="p">);</span>
<span class="w">            </span><span class="p">}</span>
<span class="w">        </span><span class="p">}</span>
<span class="w">    </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div></td></tr></table></div>


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