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<h1 id="mirostate2samplingpipeline">Mirostate2SamplingPipeline<a class="headerlink" href="#mirostate2samplingpipeline" title="Permanent link"></a></h1>
<p>Namespace: LLama.Sampling</p>
<p>A sampling pipeline which uses mirostat (v2) to select tokens</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">class</span><span class="w"> </span><span class="nc">Mirostate2SamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</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="../llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a> → <a href="./">Mirostate2SamplingPipeline</a><br>
Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
<h3 id="mu"><strong>Mu</strong><a class="headerlink" href="#mu" title="Permanent link"></a></h3>
<p>Currently learned mu value</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="kt">float</span><span class="w"> </span><span class="n">Mu</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
</code></pre></div></td></tr></table></div>
<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="tau"><strong>Tau</strong><a class="headerlink" href="#tau" title="Permanent link"></a></h3>
<p>target entropy</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="kt">float</span><span class="w"> </span><span class="n">Tau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
</code></pre></div></td></tr></table></div>
<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="eta"><strong>Eta</strong><a class="headerlink" href="#eta" title="Permanent link"></a></h3>
<p>learning rate</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="kt">float</span><span class="w"> </span><span class="n">Eta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
</code></pre></div></td></tr></table></div>
<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
<p>Grammar to constrain valid tokens</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="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
</code></pre></div></td></tr></table></div>
<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
<h3 id="mirostate2samplingpipeline_1"><strong>Mirostate2SamplingPipeline()</strong><a class="headerlink" href="#mirostate2samplingpipeline_1" title="Permanent link"></a></h3>
<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="nf">Mirostate2SamplingPipeline</span><span class="p">()</span>
</code></pre></div></td></tr></table></div>
<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
<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">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</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>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
<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">protected</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</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>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
<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">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
</code></pre></div></td></tr></table></div>
<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
<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="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
</code></pre></div></td></tr></table></div>
<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>


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