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          <li class="md-nav__item">
  <a href="#property-value_3" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#seed" class="md-nav__link">
    Seed
  </a>
  
    <nav class="md-nav" aria-label="Seed">
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  <a href="#property-value_4" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#usefp16memory" class="md-nav__link">
    UseFp16Memory
  </a>
  
    <nav class="md-nav" aria-label="UseFp16Memory">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_5" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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          <li class="md-nav__item">
  <a href="#usememorymap" class="md-nav__link">
    UseMemorymap
  </a>
  
    <nav class="md-nav" aria-label="UseMemorymap">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_6" class="md-nav__link">
    Property Value
  </a>
  
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          <li class="md-nav__item">
  <a href="#usememorylock" class="md-nav__link">
    UseMemoryLock
  </a>
  
    <nav class="md-nav" aria-label="UseMemoryLock">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_7" class="md-nav__link">
    Property Value
  </a>
  
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          <li class="md-nav__item">
  <a href="#perplexity" class="md-nav__link">
    Perplexity
  </a>
  
    <nav class="md-nav" aria-label="Perplexity">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_8" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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          <li class="md-nav__item">
  <a href="#modelpath" class="md-nav__link">
    ModelPath
  </a>
  
    <nav class="md-nav" aria-label="ModelPath">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_9" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#modelalias" class="md-nav__link">
    ModelAlias
  </a>
  
    <nav class="md-nav" aria-label="ModelAlias">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_10" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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          <li class="md-nav__item">
  <a href="#loraadapter" class="md-nav__link">
    LoraAdapter
  </a>
  
    <nav class="md-nav" aria-label="LoraAdapter">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_11" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#lorabase" class="md-nav__link">
    LoraBase
  </a>
  
    <nav class="md-nav" aria-label="LoraBase">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_12" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#threads" class="md-nav__link">
    Threads
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    <nav class="md-nav" aria-label="Threads">
      <ul class="md-nav__list">
        
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  <a href="#property-value_13" class="md-nav__link">
    Property Value
  </a>
  
</li>
        
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</li>
        
          <li class="md-nav__item">
  <a href="#batchsize" class="md-nav__link">
    BatchSize
  </a>
  
    <nav class="md-nav" aria-label="BatchSize">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_14" class="md-nav__link">
    Property Value
  </a>
  
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          <li class="md-nav__item">
  <a href="#converteostonewline" class="md-nav__link">
    ConvertEosToNewLine
  </a>
  
    <nav class="md-nav" aria-label="ConvertEosToNewLine">
      <ul class="md-nav__list">
        
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  <a href="#property-value_15" class="md-nav__link">
    Property Value
  </a>
  
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  <a href="#embeddingmode" class="md-nav__link">
    EmbeddingMode
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    <nav class="md-nav" aria-label="EmbeddingMode">
      <ul class="md-nav__list">
        
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  <a href="#property-value_16" class="md-nav__link">
    Property Value
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          <li class="md-nav__item">
  <a href="#tensorsplits" class="md-nav__link">
    TensorSplits
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    <nav class="md-nav" aria-label="TensorSplits">
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  <a href="#property-value_17" class="md-nav__link">
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  <a href="#ropefrequencybase" class="md-nav__link">
    RopeFrequencyBase
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  <a href="#property-value_18" class="md-nav__link">
    Property Value
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  <a href="#ropefrequencyscale" class="md-nav__link">
    RopeFrequencyScale
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    <nav class="md-nav" aria-label="RopeFrequencyScale">
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  <a href="#property-value_19" class="md-nav__link">
    Property Value
  </a>
  
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  <a href="#mulmatq" class="md-nav__link">
    MulMatQ
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  <a href="#property-value_20" class="md-nav__link">
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  <a href="#encoding" class="md-nav__link">
    Encoding
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  <a href="#property-value_21" class="md-nav__link">
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        <li class="md-nav__item">
  <a href="#constructors" class="md-nav__link">
    Constructors
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  <a href="#modelparamsstring" class="md-nav__link">
    ModelParams(String)
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    <nav class="md-nav" aria-label="ModelParams(String)">
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  <a href="#parameters" class="md-nav__link">
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  <a href="#modelparamsstring-int32-int32-int32-boolean-boolean-boolean-boolean-string-string-int32-int32-boolean-boolean-single-single-boolean-string" class="md-nav__link">
    ModelParams(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, String, String, Int32, Int32, Boolean, Boolean, Single, Single, Boolean, String)
  </a>
  
    <nav class="md-nav" aria-label="ModelParams(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, String, String, Int32, Int32, Boolean, Boolean, Single, Single, Boolean, String)">
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          <li class="md-nav__item">
  <a href="#caution" class="md-nav__link">
    Caution
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  <a href="#methods" class="md-nav__link">
    Methods
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  <a href="#tostring" class="md-nav__link">
    ToString()
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    <nav class="md-nav" aria-label="ToString()">
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  <a href="#returns" class="md-nav__link">
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  <a href="#printmembersstringbuilder" class="md-nav__link">
    PrintMembers(StringBuilder)
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  <a href="#parameters_2" class="md-nav__link">
    Parameters
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  <a href="#gethashcode" class="md-nav__link">
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  <a href="#returns_2" class="md-nav__link">
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          <li class="md-nav__item">
  <a href="#equalsobject" class="md-nav__link">
    Equals(Object)
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  <a href="#parameters_3" class="md-nav__link">
    Parameters
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  <a href="#returns_3" class="md-nav__link">
    Returns
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          <li class="md-nav__item">
  <a href="#equalsmodelparams" class="md-nav__link">
    Equals(ModelParams)
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    <nav class="md-nav" aria-label="Equals(ModelParams)">
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  <a href="#parameters_4" class="md-nav__link">
    Parameters
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  <a href="#returns_4" class="md-nav__link">
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          <li class="md-nav__item">
  <a href="#clone" class="md-nav__link">
    &lt;Clone&gt;$()
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    <nav class="md-nav" aria-label="<Clone>$()">
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  <a href="#returns_5" class="md-nav__link">
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        llama.llamaembedder
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        llama.llamaquantizer
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        llama.llamaweights
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        llama.oldversion.chatcompletion
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        llama.oldversion.chatcompletionchoice
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      <a href="../llama.oldversion.chatcompletionchunk/" class="md-nav__link">
        llama.oldversion.chatcompletionchunk
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        llama.oldversion.chatcompletionchunkchoice
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        llama.oldversion.chatsession-1
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      <a href="../llama.oldversion.completion/" class="md-nav__link">
        llama.oldversion.completion
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      <a href="../llama.oldversion.completionchoice/" class="md-nav__link">
        llama.oldversion.completionchoice
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      <a href="../llama.oldversion.completionchunk/" class="md-nav__link">
        llama.oldversion.completionchunk
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      <a href="../llama.oldversion.completionlogprobs/" class="md-nav__link">
        llama.oldversion.completionlogprobs
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      <a href="../llama.oldversion.embeddingusage/" class="md-nav__link">
        llama.oldversion.embeddingusage
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<h1 id="modelparams">ModelParams</h1>
<p>Namespace: LLama.Common</p>
<p>The parameters for initializing a LLama model.</p>
<pre><code class="language-csharp">public class ModelParams : LLama.Abstractions.IModelParams, System.IEquatable`1[[LLama.Common.ModelParams, LLamaSharp, Version=0.5.0.0, Culture=neutral, PublicKeyToken=null]]
</code></pre>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ModelParams</a><br>
Implements <a href="../llama.abstractions.imodelparams/">IModelParams</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ModelParams&gt;</a></p>
<h2 id="properties">Properties</h2>
<h3 id="contextsize"><strong>ContextSize</strong></h3>
<p>Model context size (n_ctx)</p>
<pre><code class="language-csharp">public int ContextSize { get; set; }
</code></pre>
<h4 id="property-value">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="maingpu"><strong>MainGpu</strong></h3>
<p>the GPU that is used for scratch and small tensors</p>
<pre><code class="language-csharp">public int MainGpu { get; set; }
</code></pre>
<h4 id="property-value_1">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="lowvram"><strong>LowVram</strong></h3>
<p>if true, reduce VRAM usage at the cost of performance</p>
<pre><code class="language-csharp">public bool LowVram { get; set; }
</code></pre>
<h4 id="property-value_2">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="gpulayercount"><strong>GpuLayerCount</strong></h3>
<p>Number of layers to run in VRAM / GPU memory (n_gpu_layers)</p>
<pre><code class="language-csharp">public int GpuLayerCount { get; set; }
</code></pre>
<h4 id="property-value_3">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="seed"><strong>Seed</strong></h3>
<p>Seed for the random number generator (seed)</p>
<pre><code class="language-csharp">public int Seed { get; set; }
</code></pre>
<h4 id="property-value_4">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="usefp16memory"><strong>UseFp16Memory</strong></h3>
<p>Use f16 instead of f32 for memory kv (memory_f16)</p>
<pre><code class="language-csharp">public bool UseFp16Memory { get; set; }
</code></pre>
<h4 id="property-value_5">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="usememorymap"><strong>UseMemorymap</strong></h3>
<p>Use mmap for faster loads (use_mmap)</p>
<pre><code class="language-csharp">public bool UseMemorymap { get; set; }
</code></pre>
<h4 id="property-value_6">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="usememorylock"><strong>UseMemoryLock</strong></h3>
<p>Use mlock to keep model in memory (use_mlock)</p>
<pre><code class="language-csharp">public bool UseMemoryLock { get; set; }
</code></pre>
<h4 id="property-value_7">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="perplexity"><strong>Perplexity</strong></h3>
<p>Compute perplexity over the prompt (perplexity)</p>
<pre><code class="language-csharp">public bool Perplexity { get; set; }
</code></pre>
<h4 id="property-value_8">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="modelpath"><strong>ModelPath</strong></h3>
<p>Model path (model)</p>
<pre><code class="language-csharp">public string ModelPath { get; set; }
</code></pre>
<h4 id="property-value_9">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="modelalias"><strong>ModelAlias</strong></h3>
<p>model alias</p>
<pre><code class="language-csharp">public string ModelAlias { get; set; }
</code></pre>
<h4 id="property-value_10">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="loraadapter"><strong>LoraAdapter</strong></h3>
<p>lora adapter path (lora_adapter)</p>
<pre><code class="language-csharp">public string LoraAdapter { get; set; }
</code></pre>
<h4 id="property-value_11">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="lorabase"><strong>LoraBase</strong></h3>
<p>base model path for the lora adapter (lora_base)</p>
<pre><code class="language-csharp">public string LoraBase { get; set; }
</code></pre>
<h4 id="property-value_12">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="threads"><strong>Threads</strong></h3>
<p>Number of threads (-1 = autodetect) (n_threads)</p>
<pre><code class="language-csharp">public int Threads { get; set; }
</code></pre>
<h4 id="property-value_13">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="batchsize"><strong>BatchSize</strong></h3>
<p>batch size for prompt processing (must be &gt;=32 to use BLAS) (n_batch)</p>
<pre><code class="language-csharp">public int BatchSize { get; set; }
</code></pre>
<h4 id="property-value_14">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="converteostonewline"><strong>ConvertEosToNewLine</strong></h3>
<p>Whether to convert eos to newline during the inference.</p>
<pre><code class="language-csharp">public bool ConvertEosToNewLine { get; set; }
</code></pre>
<h4 id="property-value_15">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="embeddingmode"><strong>EmbeddingMode</strong></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>
<pre><code class="language-csharp">public bool EmbeddingMode { get; set; }
</code></pre>
<h4 id="property-value_16">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="tensorsplits"><strong>TensorSplits</strong></h3>
<p>how split tensors should be distributed across GPUs</p>
<pre><code class="language-csharp">public Single[] TensorSplits { get; set; }
</code></pre>
<h4 id="property-value_17">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
<h3 id="ropefrequencybase"><strong>RopeFrequencyBase</strong></h3>
<p>RoPE base frequency</p>
<pre><code class="language-csharp">public float RopeFrequencyBase { get; set; }
</code></pre>
<h4 id="property-value_18">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="ropefrequencyscale"><strong>RopeFrequencyScale</strong></h3>
<p>RoPE frequency scaling factor</p>
<pre><code class="language-csharp">public float RopeFrequencyScale { get; set; }
</code></pre>
<h4 id="property-value_19">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="mulmatq"><strong>MulMatQ</strong></h3>
<p>Use experimental mul_mat_q kernels</p>
<pre><code class="language-csharp">public bool MulMatQ { get; set; }
</code></pre>
<h4 id="property-value_20">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="encoding"><strong>Encoding</strong></h3>
<p>The encoding to use to convert text for the model</p>
<pre><code class="language-csharp">public Encoding Encoding { get; set; }
</code></pre>
<h4 id="property-value_21">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
<h2 id="constructors">Constructors</h2>
<h3 id="modelparamsstring"><strong>ModelParams(String)</strong></h3>
<pre><code class="language-csharp">public ModelParams(string modelPath)
</code></pre>
<h4 id="parameters">Parameters</h4>
<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The model path.</p>
<h3 id="modelparamsstring-int32-int32-int32-boolean-boolean-boolean-boolean-string-string-int32-int32-boolean-boolean-single-single-boolean-string"><strong>ModelParams(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, String, String, Int32, Int32, Boolean, Boolean, Single, Single, Boolean, String)</strong></h3>
<h4 id="caution">Caution</h4>
<p>Use object initializer to set all optional parameters</p>
<hr />
<pre><code class="language-csharp">public ModelParams(string modelPath, int contextSize, int gpuLayerCount, int seed, bool useFp16Memory, bool useMemorymap, bool useMemoryLock, bool perplexity, string loraAdapter, string loraBase, int threads, int batchSize, bool convertEosToNewLine, bool embeddingMode, float ropeFrequencyBase, float ropeFrequencyScale, bool mulMatQ, string encoding)
</code></pre>
<h4 id="parameters_1">Parameters</h4>
<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The model path.</p>
<p><code>contextSize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Model context size (n_ctx)</p>
<p><code>gpuLayerCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Number of layers to run in VRAM / GPU memory (n_gpu_layers)</p>
<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Seed for the random number generator (seed)</p>
<p><code>useFp16Memory</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to use f16 instead of f32 for memory kv (memory_f16)</p>
<p><code>useMemorymap</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to use mmap for faster loads (use_mmap)</p>
<p><code>useMemoryLock</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to use mlock to keep model in memory (use_mlock)</p>
<p><code>perplexity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Thether to compute perplexity over the prompt (perplexity)</p>
<p><code>loraAdapter</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
Lora adapter path (lora_adapter)</p>
<p><code>loraBase</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
Base model path for the lora adapter (lora_base)</p>
<p><code>threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Number of threads (-1 = autodetect) (n_threads)</p>
<p><code>batchSize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Batch size for prompt processing (must be &gt;=32 to use BLAS) (n_batch)</p>
<p><code>convertEosToNewLine</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to convert eos to newline during the inference.</p>
<p><code>embeddingMode</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to use embedding mode. (embedding) Note that if this is set to true, The LLamaModel won't produce text response anymore.</p>
<p><code>ropeFrequencyBase</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
RoPE base frequency.</p>
<p><code>ropeFrequencyScale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
RoPE frequency scaling factor</p>
<p><code>mulMatQ</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Use experimental mul_mat_q kernels</p>
<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
The encoding to use to convert text for the model</p>
<h2 id="methods">Methods</h2>
<h3 id="tostring"><strong>ToString()</strong></h3>
<pre><code class="language-csharp">public string ToString()
</code></pre>
<h4 id="returns">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong></h3>
<pre><code class="language-csharp">protected bool PrintMembers(StringBuilder builder)
</code></pre>
<h4 id="parameters_2">Parameters</h4>
<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
<h4 id="returns_1">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="gethashcode"><strong>GetHashCode()</strong></h3>
<pre><code class="language-csharp">public int GetHashCode()
</code></pre>
<h4 id="returns_2">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="equalsobject"><strong>Equals(Object)</strong></h3>
<pre><code class="language-csharp">public bool Equals(object obj)
</code></pre>
<h4 id="parameters_3">Parameters</h4>
<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
<h4 id="returns_3">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="equalsmodelparams"><strong>Equals(ModelParams)</strong></h3>
<pre><code class="language-csharp">public bool Equals(ModelParams other)
</code></pre>
<h4 id="parameters_4">Parameters</h4>
<p><code>other</code> <a href="./">ModelParams</a><br></p>
<h4 id="returns_4">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="clone"><strong>&lt;Clone&gt;$()</strong></h3>
<pre><code class="language-csharp">public ModelParams &lt;Clone&gt;$()
</code></pre>
<h4 id="returns_5">Returns</h4>
<p><a href="./">ModelParams</a><br></p>


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