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        Kernel memory integration - basic
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        Kernel-memory - save & load
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        LLaVA - basic
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        ChatSession - load & save
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        Executor - save/load state
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        Semantic-kernel - chat
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        Semantic-kernel - with kernel-memory
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        Semantic-kernel - basic
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        Stateless executor
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<h1 id="llamabatch">LLamaBatch<a class="headerlink" href="#llamabatch" title="Permanent link"></a></h1>
<p>Namespace: LLama.Native</p>
<p>A batch allows submitting multiple tokens to multiple sequences simultaneously</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">LLamaBatch</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="./">LLamaBatch</a></p>
<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
<h3 id="tokencount"><strong>TokenCount</strong><a class="headerlink" href="#tokencount" title="Permanent link"></a></h3>
<p>The number of tokens in this batch</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">int</span><span class="w"> </span><span class="n">TokenCount</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">private</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">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.int32">Int32</a><br></p>
<h3 id="sequencecapacity"><strong>SequenceCapacity</strong><a class="headerlink" href="#sequencecapacity" title="Permanent link"></a></h3>
<p>Maximum number of sequences a token can be assigned to (automatically grows if exceeded)</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">int</span><span class="w"> </span><span class="n">SequenceCapacity</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">private</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.int32">Int32</a><br></p>
<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
<h3 id="llamabatch_1"><strong>LLamaBatch()</strong><a class="headerlink" href="#llamabatch_1" title="Permanent link"></a></h3>
<p>Create a new batch for submitting inputs to llama.cpp</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="nf">LLamaBatch</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="tonativebatchllamanativebatch"><strong>ToNativeBatch(LLamaNativeBatch&amp;)</strong><a class="headerlink" href="#tonativebatchllamanativebatch" 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">internal</span><span class="w"> </span><span class="n">GroupDisposable</span><span class="w"> </span><span class="nf">ToNativeBatch</span><span class="p">(</span><span class="n">LLamaNativeBatch</span><span class="o">&amp;</span><span class="w"> </span><span class="n">batch</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>batch</code> <a href="./llama.native.llamanativebatch&amp;.md">LLamaNativeBatch&amp;</a><br></p>
<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
<p><a href="./llama.native.groupdisposable.md">GroupDisposable</a><br></p>
<h3 id="addllamatoken-llamapos-readonlyspanllamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, ReadOnlySpan&lt;LLamaSeqId&gt;, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-readonlyspanllamaseqid-boolean" title="Permanent link"></a></h3>
<p>Add a single token to the batch at the same position in several sequences</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">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="o">&gt;</span><span class="w"> </span><span class="n">sequences</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</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>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
The token to add</p>
<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
The position to add it att</p>
<p><code>sequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaSeqId&gt;</a><br>
The set of sequences to add this token to</p>
<p><code>logits</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.int32">Int32</a><br>
The index that the token was added at. Use this for GetLogitsIth</p>
<p><strong>Remarks:</strong></p>
<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
<h3 id="addllamatoken-llamapos-listllamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, List&lt;LLamaSeqId&gt;, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-listllamaseqid-boolean" title="Permanent link"></a></h3>
<p>Add a single token to the batch at the same position in several sequences</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">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="o">&gt;</span><span class="w"> </span><span class="n">sequences</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
The token to add</p>
<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
The position to add it att</p>
<p><code>sequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LLamaSeqId&gt;</a><br>
The set of sequences to add this token to</p>
<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The index that the token was added at. Use this for GetLogitsIth</p>
<p><strong>Remarks:</strong></p>
<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
<h3 id="addllamatoken-llamapos-llamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-llamaseqid-boolean" title="Permanent link"></a></h3>
<p>Add a single token to the batch at a certain position for a single sequences</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">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">sequence</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
The token to add</p>
<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
The position to add it att</p>
<p><code>sequence</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br>
The sequence to add this token to</p>
<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The index that the token was added at. Use this for GetLogitsIth</p>
<p><strong>Remarks:</strong></p>
<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
<h3 id="addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean"><strong>AddRange(ReadOnlySpan&lt;LLamaToken&gt;, LLamaPos, LLamaSeqId, Boolean)</strong><a class="headerlink" href="#addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean" title="Permanent link"></a></h3>
<p>Add a range of tokens to a single sequence, start at the given position.</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">int</span><span class="w"> </span><span class="nf">AddRange</span><span class="p">(</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">tokens</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">start</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">sequence</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logitsLast</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
The tokens to add</p>
<p><code>start</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
The starting position to add tokens at</p>
<p><code>sequence</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br>
The sequence to add this token to</p>
<p><code>logitsLast</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether the final token should generate logits</p>
<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The index that the final token was added at. Use this for GetLogitsIth</p>
<h3 id="clear"><strong>Clear()</strong><a class="headerlink" href="#clear" title="Permanent link"></a></h3>
<p>Set TokenCount to zero for this batch</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">void</span><span class="w"> </span><span class="nf">Clear</span><span class="p">()</span>
</code></pre></div></td></tr></table></div>
<h3 id="getlogitpositionsspanvaluetuplellamaseqid-int32"><strong>GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;)</strong><a class="headerlink" href="#getlogitpositionsspanvaluetuplellamaseqid-int32" title="Permanent link"></a></h3>
<p>Get the positions where logits can be sampled from</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">internal</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">GetLogitPositions</span><span class="p">(</span><span class="n">Span</span><span class="o">&lt;</span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
</code></pre></div></td></tr></table></div>
<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</a><br></p>
<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</a><br></p>


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