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<h1 id="icontextparams">IContextParams<a class="headerlink" href="#icontextparams" title="Permanent link"></a></h1>
<p>Namespace: LLama.Abstractions</p>
<p>The parameters for initializing a LLama context from a 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">interface</span><span class="w"> </span><span class="n">IContextParams</span>
</code></pre></div></td></tr></table></div>
<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
<h3 id="contextsize"><strong>ContextSize</strong><a class="headerlink" href="#contextsize" title="Permanent link"></a></h3>
<p>Model context size (n_ctx)</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ContextSize</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.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
<h3 id="batchsize"><strong>BatchSize</strong><a class="headerlink" href="#batchsize" title="Permanent link"></a></h3>
<p>batch size for prompt processing (must be &gt;=32 to use BLAS) (n_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">abstract</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">BatchSize</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_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.uint32">UInt32</a><br></p>
<h3 id="seed"><strong>Seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
<p>Seed for the random number generator (seed)</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">abstract</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">Seed</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_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.uint32">UInt32</a><br></p>
<h3 id="embeddingmode"><strong>EmbeddingMode</strong><a class="headerlink" href="#embeddingmode" title="Permanent link"></a></h3>
<p>Whether to use embedding mode. (embedding) Note that if this is set to true, 
 The LLamaModel won't produce text response anymore.</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">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">EmbeddingMode</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_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="ropefrequencybase"><strong>RopeFrequencyBase</strong><a class="headerlink" href="#ropefrequencybase" title="Permanent link"></a></h3>
<p>RoPE base frequency (null to fetch from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyBase</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_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="ropefrequencyscale"><strong>RopeFrequencyScale</strong><a class="headerlink" href="#ropefrequencyscale" title="Permanent link"></a></h3>
<p>RoPE frequency scaling factor (null to fetch from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyScale</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_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="encoding"><strong>Encoding</strong><a class="headerlink" href="#encoding" title="Permanent link"></a></h3>
<p>The encoding to use for models</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">abstract</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">Encoding</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_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
<h3 id="threads"><strong>Threads</strong><a class="headerlink" href="#threads" title="Permanent link"></a></h3>
<p>Number of threads (null = autodetect) (n_threads)</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Threads</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_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
<h3 id="batchthreads"><strong>BatchThreads</strong><a class="headerlink" href="#batchthreads" title="Permanent link"></a></h3>
<p>Number of threads to use for batch processing (null = autodetect) (n_threads)</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">BatchThreads</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_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
<h3 id="yarnextrapolationfactor"><strong>YarnExtrapolationFactor</strong><a class="headerlink" href="#yarnextrapolationfactor" title="Permanent link"></a></h3>
<p>YaRN extrapolation mix factor (null = from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnExtrapolationFactor</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_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="yarnattentionfactor"><strong>YarnAttentionFactor</strong><a class="headerlink" href="#yarnattentionfactor" title="Permanent link"></a></h3>
<p>YaRN magnitude scaling factor (null = from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnAttentionFactor</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_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="yarnbetafast"><strong>YarnBetaFast</strong><a class="headerlink" href="#yarnbetafast" title="Permanent link"></a></h3>
<p>YaRN low correction dim (null = from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaFast</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_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="yarnbetaslow"><strong>YarnBetaSlow</strong><a class="headerlink" href="#yarnbetaslow" title="Permanent link"></a></h3>
<p>YaRN high correction dim (null = from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaSlow</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_12">Property Value<a class="headerlink" href="#property-value_12" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
<h3 id="yarnoriginalcontext"><strong>YarnOriginalContext</strong><a class="headerlink" href="#yarnoriginalcontext" title="Permanent link"></a></h3>
<p>YaRN original context length (null = from 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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnOriginalContext</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_13">Property Value<a class="headerlink" href="#property-value_13" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
<h3 id="yarnscalingtype"><strong>YarnScalingType</strong><a class="headerlink" href="#yarnscalingtype" title="Permanent link"></a></h3>
<p>YaRN scaling method to use.</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">RopeScalingType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnScalingType</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_14">Property Value<a class="headerlink" href="#property-value_14" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;RopeScalingType&gt;</a><br></p>
<h3 id="typek"><strong>TypeK</strong><a class="headerlink" href="#typek" title="Permanent link"></a></h3>
<p>Override the type of the K cache</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeK</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_15">Property Value<a class="headerlink" href="#property-value_15" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
<h3 id="typev"><strong>TypeV</strong><a class="headerlink" href="#typev" title="Permanent link"></a></h3>
<p>Override the type of the V cache</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">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeV</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_16">Property Value<a class="headerlink" href="#property-value_16" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
<h3 id="nokqvoffload"><strong>NoKqvOffload</strong><a class="headerlink" href="#nokqvoffload" title="Permanent link"></a></h3>
<p>Whether to disable offloading the KQV cache to the GPU</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">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">NoKqvOffload</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_17">Property Value<a class="headerlink" href="#property-value_17" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="defragthreshold"><strong>DefragThreshold</strong><a class="headerlink" href="#defragthreshold" title="Permanent link"></a></h3>
<p>defragment the KV cache if holes/size &gt; defrag_threshold, Set to &lt; 0 to disable (default)</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">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">DefragThreshold</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_18">Property Value<a class="headerlink" href="#property-value_18" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="dopooling"><strong>DoPooling</strong><a class="headerlink" href="#dopooling" title="Permanent link"></a></h3>
<p>Whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)</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">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">DoPooling</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_19">Property Value<a class="headerlink" href="#property-value_19" title="Permanent link"></a></h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>


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