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<h1 id="llamacontextparams">LLamaContextParams<a class="headerlink" href="#llamacontextparams" title="Permanent link"></a></h1>
<p>Namespace: LLama.Native</p>
<p>A C# representation of the llama.cpp <code>llama_context_params</code> struct</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">struct</span><span class="w"> </span><span class="nc">LLamaContextParams</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="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaContextParams</a></p>
<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
<h3 id="seed"><strong>seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
<p>RNG seed, -1 for random</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">uint</span><span class="w"> </span><span class="n">seed</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="n_ctx"><strong>n_ctx</strong><a class="headerlink" href="#n_ctx" title="Permanent link"></a></h3>
<p>text context, 0 = 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="kt">uint</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="n_batch"><strong>n_batch</strong><a class="headerlink" href="#n_batch" title="Permanent link"></a></h3>
<p>prompt processing batch size</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">uint</span><span class="w"> </span><span class="n">n_batch</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="n_threads"><strong>n_threads</strong><a class="headerlink" href="#n_threads" title="Permanent link"></a></h3>
<p>number of threads to use for generation</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">uint</span><span class="w"> </span><span class="n">n_threads</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="n_threads_batch"><strong>n_threads_batch</strong><a class="headerlink" href="#n_threads_batch" title="Permanent link"></a></h3>
<p>number of threads to use for batch processing</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">uint</span><span class="w"> </span><span class="n">n_threads_batch</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="rope_scaling_type"><strong>rope_scaling_type</strong><a class="headerlink" href="#rope_scaling_type" title="Permanent link"></a></h3>
<p>RoPE scaling type, from <code>enum llama_rope_scaling_type</code></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">RopeScalingType</span><span class="w"> </span><span class="n">rope_scaling_type</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="rope_freq_base"><strong>rope_freq_base</strong><a class="headerlink" href="#rope_freq_base" title="Permanent link"></a></h3>
<p>RoPE base frequency, 0 = 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="kt">float</span><span class="w"> </span><span class="n">rope_freq_base</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="rope_freq_scale"><strong>rope_freq_scale</strong><a class="headerlink" href="#rope_freq_scale" title="Permanent link"></a></h3>
<p>RoPE frequency scaling factor, 0 = 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="kt">float</span><span class="w"> </span><span class="n">rope_freq_scale</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="yarn_ext_factor"><strong>yarn_ext_factor</strong><a class="headerlink" href="#yarn_ext_factor" title="Permanent link"></a></h3>
<p>YaRN extrapolation mix factor, negative = 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="kt">float</span><span class="w"> </span><span class="n">yarn_ext_factor</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="yarn_attn_factor"><strong>yarn_attn_factor</strong><a class="headerlink" href="#yarn_attn_factor" title="Permanent link"></a></h3>
<p>YaRN magnitude scaling factor</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">yarn_attn_factor</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="yarn_beta_fast"><strong>yarn_beta_fast</strong><a class="headerlink" href="#yarn_beta_fast" title="Permanent link"></a></h3>
<p>YaRN low correction dim</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">yarn_beta_fast</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="yarn_beta_slow"><strong>yarn_beta_slow</strong><a class="headerlink" href="#yarn_beta_slow" title="Permanent link"></a></h3>
<p>YaRN high correction dim</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">yarn_beta_slow</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="yarn_orig_ctx"><strong>yarn_orig_ctx</strong><a class="headerlink" href="#yarn_orig_ctx" title="Permanent link"></a></h3>
<p>YaRN original context size</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">uint</span><span class="w"> </span><span class="n">yarn_orig_ctx</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="defrag_threshold"><strong>defrag_threshold</strong><a class="headerlink" href="#defrag_threshold" 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="kt">float</span><span class="w"> </span><span class="n">defrag_threshold</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="cb_eval"><strong>cb_eval</strong><a class="headerlink" href="#cb_eval" title="Permanent link"></a></h3>
<p>ggml_backend_sched_eval_callback</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">IntPtr</span><span class="w"> </span><span class="n">cb_eval</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="cb_eval_user_data"><strong>cb_eval_user_data</strong><a class="headerlink" href="#cb_eval_user_data" title="Permanent link"></a></h3>
<p>User data passed into cb_eval</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">IntPtr</span><span class="w"> </span><span class="n">cb_eval_user_data</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="type_k"><strong>type_k</strong><a class="headerlink" href="#type_k" title="Permanent link"></a></h3>
<p>data type for 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="n">GGMLType</span><span class="w"> </span><span class="n">type_k</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h3 id="type_v"><strong>type_v</strong><a class="headerlink" href="#type_v" title="Permanent link"></a></h3>
<p>data type for 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="n">GGMLType</span><span class="w"> </span><span class="n">type_v</span><span class="p">;</span>
</code></pre></div></td></tr></table></div>
<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
<h3 id="embedding"><strong>embedding</strong><a class="headerlink" href="#embedding" title="Permanent link"></a></h3>
<p>embedding mode only</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">bool</span><span class="w"> </span><span class="n">embedding</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">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.boolean">Boolean</a><br></p>
<h3 id="offload_kqv"><strong>offload_kqv</strong><a class="headerlink" href="#offload_kqv" title="Permanent link"></a></h3>
<p>whether to offload the KQV ops (including the KV cache) to 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="kt">bool</span><span class="w"> </span><span class="n">offload_kqv</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.boolean">Boolean</a><br></p>
<h3 id="do_pooling"><strong>do_pooling</strong><a class="headerlink" href="#do_pooling" 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="kt">bool</span><span class="w"> </span><span class="n">do_pooling</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.boolean">Boolean</a><br></p>


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