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        llama.extensions.keyvaluepairextensions
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      <a href="../llama.grammars.grammar/" class="md-nav__link">
        llama.grammars.grammar
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      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
        llama.grammars.grammarrule
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      <a href="../llama.instructexecutor/" class="md-nav__link">
        llama.instructexecutor
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      <a href="../llama.interactiveexecutor/" class="md-nav__link">
        llama.interactiveexecutor
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          llama.llamacontext
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        llama.llamacontext
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  
  
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      Table of contents
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        <li class="md-nav__item">
  <a href="#properties" class="md-nav__link">
    Properties
  </a>
  
    <nav class="md-nav" aria-label="Properties">
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  <a href="#vocabcount" class="md-nav__link">
    VocabCount
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  <a href="#property-value" class="md-nav__link">
    Property Value
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          <li class="md-nav__item">
  <a href="#contextsize" class="md-nav__link">
    ContextSize
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  <a href="#property-value_1" class="md-nav__link">
    Property Value
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</li>
        
          <li class="md-nav__item">
  <a href="#embeddingsize" class="md-nav__link">
    EmbeddingSize
  </a>
  
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          <li class="md-nav__item">
  <a href="#property-value_2" class="md-nav__link">
    Property Value
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</li>
        
          <li class="md-nav__item">
  <a href="#params" class="md-nav__link">
    Params
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  <a href="#property-value_3" class="md-nav__link">
    Property Value
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</li>
        
          <li class="md-nav__item">
  <a href="#nativehandle" class="md-nav__link">
    NativeHandle
  </a>
  
    <nav class="md-nav" aria-label="NativeHandle">
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  <a href="#property-value_4" class="md-nav__link">
    Property Value
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</li>
        
          <li class="md-nav__item">
  <a href="#encoding" class="md-nav__link">
    Encoding
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  <a href="#property-value_5" class="md-nav__link">
    Property Value
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</li>
        
          <li class="md-nav__item">
  <a href="#embeddinglength" class="md-nav__link">
    EmbeddingLength
  </a>
  
    <nav class="md-nav" aria-label="EmbeddingLength">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#property-value_6" class="md-nav__link">
    Property Value
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        <li class="md-nav__item">
  <a href="#constructors" class="md-nav__link">
    Constructors
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  <a href="#llamacontextimodelparams-illamalogger" class="md-nav__link">
    LLamaContext(IModelParams, ILLamaLogger)
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    <nav class="md-nav" aria-label="LLamaContext(IModelParams, ILLamaLogger)">
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          <li class="md-nav__item">
  <a href="#caution" class="md-nav__link">
    Caution
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  <a href="#parameters" class="md-nav__link">
    Parameters
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</li>
        
          <li class="md-nav__item">
  <a href="#llamacontextllamaweights-imodelparams-illamalogger" class="md-nav__link">
    LLamaContext(LLamaWeights, IModelParams, ILLamaLogger)
  </a>
  
    <nav class="md-nav" aria-label="LLamaContext(LLamaWeights, IModelParams, ILLamaLogger)">
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    Parameters
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    Exceptions
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    Methods
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  <a href="#clone" class="md-nav__link">
    Clone()
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    Returns
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          <li class="md-nav__item">
  <a href="#tokenizestring-boolean" class="md-nav__link">
    Tokenize(String, Boolean)
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    <nav class="md-nav" aria-label="Tokenize(String, Boolean)">
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#detokenizeienumerableint32" class="md-nav__link">
    DeTokenize(IEnumerable&lt;Int32&gt;)
  </a>
  
    <nav class="md-nav" aria-label="DeTokenize(IEnumerable<Int32>)">
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    Parameters
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    Returns
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  <a href="#savestatestring" class="md-nav__link">
    SaveState(String)
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    <nav class="md-nav" aria-label="SaveState(String)">
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  <a href="#parameters_4" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#getstatedata" class="md-nav__link">
    GetStateData()
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    <nav class="md-nav" aria-label="GetStateData()">
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  <a href="#caution_1" class="md-nav__link">
    Caution
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    Returns
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          <li class="md-nav__item">
  <a href="#getstate" class="md-nav__link">
    GetState()
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  <a href="#returns_4" class="md-nav__link">
    Returns
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  <a href="#loadstatestring" class="md-nav__link">
    LoadState(String)
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    Parameters
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    Exceptions
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          <li class="md-nav__item">
  <a href="#loadstatebyte" class="md-nav__link">
    LoadState(Byte[])
  </a>
  
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  <a href="#parameters_6" class="md-nav__link">
    Parameters
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    Exceptions
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          <li class="md-nav__item">
  <a href="#loadstatestate" class="md-nav__link">
    LoadState(State)
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  <a href="#parameters_7" class="md-nav__link">
    Parameters
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    Exceptions
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</li>
        
          <li class="md-nav__item">
  <a href="#samplellamatokendataarray-nullable1-single-mirostattype-single-single-int32-single-single-single-safellamagrammarhandle" class="md-nav__link">
    Sample(LLamaTokenDataArray, Nullable`1&amp;, Single, MirostatType, Single, Single, Int32, Single, Single, Single, SafeLLamaGrammarHandle)
  </a>
  
    <nav class="md-nav" aria-label="Sample(LLamaTokenDataArray, Nullable`1&, Single, MirostatType, Single, Single, Int32, Single, Single, Single, SafeLLamaGrammarHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_8" class="md-nav__link">
    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#applypenaltyienumerableint32-dictionaryint32-single-int32-single-single-single-boolean" class="md-nav__link">
    ApplyPenalty(IEnumerable&lt;Int32&gt;, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Boolean)
  </a>
  
    <nav class="md-nav" aria-label="ApplyPenalty(IEnumerable<Int32>, Dictionary<Int32, Single>, Int32, Single, Single, Single, Boolean)">
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    Parameters
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          <li class="md-nav__item">
  <a href="#evalint32-int32" class="md-nav__link">
    Eval(Int32[], Int32)
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    <nav class="md-nav" aria-label="Eval(Int32[], Int32)">
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  <a href="#parameters_10" class="md-nav__link">
    Parameters
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    Returns
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    Exceptions
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          <li class="md-nav__item">
  <a href="#evallistint32-int32" class="md-nav__link">
    Eval(List&lt;Int32&gt;, Int32)
  </a>
  
    <nav class="md-nav" aria-label="Eval(List<Int32>, Int32)">
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  <a href="#parameters_11" class="md-nav__link">
    Parameters
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  <a href="#returns_8" class="md-nav__link">
    Returns
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  <a href="#exceptions_5" class="md-nav__link">
    Exceptions
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          <li class="md-nav__item">
  <a href="#evalreadonlymemoryint32-int32" class="md-nav__link">
    Eval(ReadOnlyMemory&lt;Int32&gt;, Int32)
  </a>
  
    <nav class="md-nav" aria-label="Eval(ReadOnlyMemory<Int32>, Int32)">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#parameters_12" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_9" class="md-nav__link">
    Returns
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  <a href="#exceptions_6" class="md-nav__link">
    Exceptions
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          <li class="md-nav__item">
  <a href="#evalreadonlyspanint32-int32" class="md-nav__link">
    Eval(ReadOnlySpan&lt;Int32&gt;, Int32)
  </a>
  
    <nav class="md-nav" aria-label="Eval(ReadOnlySpan<Int32>, Int32)">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#parameters_13" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_10" class="md-nav__link">
    Returns
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  <a href="#exceptions_7" class="md-nav__link">
    Exceptions
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          <li class="md-nav__item">
  <a href="#generateresultienumerableint32" class="md-nav__link">
    GenerateResult(IEnumerable&lt;Int32&gt;)
  </a>
  
    <nav class="md-nav" aria-label="GenerateResult(IEnumerable<Int32>)">
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  <a href="#parameters_14" class="md-nav__link">
    Parameters
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  <a href="#returns_11" class="md-nav__link">
    Returns
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          <li class="md-nav__item">
  <a href="#tokentostringint32" class="md-nav__link">
    TokenToString(Int32)
  </a>
  
    <nav class="md-nav" aria-label="TokenToString(Int32)">
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  <a href="#parameters_15" class="md-nav__link">
    Parameters
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  <a href="#returns_12" class="md-nav__link">
    Returns
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  <a href="#dispose" class="md-nav__link">
    Dispose()
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    <li class="md-nav__item">
      <a href="../llama.llamaembedder/" class="md-nav__link">
        llama.llamaembedder
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      <a href="../llama.llamaquantizer/" class="md-nav__link">
        llama.llamaquantizer
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      <a href="../llama.llamatransforms/" class="md-nav__link">
        llama.llamatransforms
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      <a href="../llama.llamaweights/" class="md-nav__link">
        llama.llamaweights
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        llama.native.llamacontextparams
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        llama.native.llamaftype
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        llama.native.llamagrammarelement
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      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
        llama.native.llamagrammarelementtype
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      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
        llama.native.llamamodelquantizeparams
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        llama.native.llamatokendata
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        llama.native.llamatokendataarray
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      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
        llama.native.llamatokendataarraynative
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      <a href="../llama.native.nativeapi/" class="md-nav__link">
        llama.native.nativeapi
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      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
        llama.native.safellamacontexthandle
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      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
        llama.native.safellamagrammarhandle
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      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
        llama.native.safellamahandlebase
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        llama.native.safellamamodelhandle
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        llama.native.samplingapi
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      <a href="../llama.oldversion.chatcompletion/" class="md-nav__link">
        llama.oldversion.chatcompletion
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      <a href="../llama.oldversion.chatcompletionchoice/" class="md-nav__link">
        llama.oldversion.chatcompletionchoice
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      <a href="../llama.oldversion.chatcompletionchunk/" class="md-nav__link">
        llama.oldversion.chatcompletionchunk
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      <a href="../llama.oldversion.chatcompletionchunkchoice/" class="md-nav__link">
        llama.oldversion.chatcompletionchunkchoice
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      <a href="../llama.oldversion.chatcompletionchunkdelta/" class="md-nav__link">
        llama.oldversion.chatcompletionchunkdelta
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      <a href="../llama.oldversion.chatcompletionmessage/" class="md-nav__link">
        llama.oldversion.chatcompletionmessage
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      <a href="../llama.oldversion.chatmessagerecord/" class="md-nav__link">
        llama.oldversion.chatmessagerecord
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      <a href="../llama.oldversion.chatrole/" class="md-nav__link">
        llama.oldversion.chatrole
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      <a href="../llama.oldversion.chatsession-1/" class="md-nav__link">
        llama.oldversion.chatsession-1
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  <a href="#properties" class="md-nav__link">
    Properties
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  <a href="#vocabcount" class="md-nav__link">
    VocabCount
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  <a href="#contextsize" class="md-nav__link">
    ContextSize
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    Property Value
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  <a href="#embeddingsize" class="md-nav__link">
    EmbeddingSize
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    Property Value
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  <a href="#nativehandle" class="md-nav__link">
    NativeHandle
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    Property Value
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  <a href="#embeddinglength" class="md-nav__link">
    EmbeddingLength
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    Property Value
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    LLamaContext(IModelParams, ILLamaLogger)
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    LLamaContext(LLamaWeights, IModelParams, ILLamaLogger)
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    DeTokenize(IEnumerable&lt;Int32&gt;)
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    Eval(ReadOnlyMemory&lt;Int32&gt;, Int32)
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    Parameters
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    Returns
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  <a href="#tokentostringint32" class="md-nav__link">
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<h1 id="llamacontext">LLamaContext</h1>
<p>Namespace: LLama</p>
<p>A llama_context, which holds all the context required to interact with a model</p>
<pre><code class="language-csharp">public sealed class LLamaContext : System.IDisposable
</code></pre>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaContext</a><br>
Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
<h2 id="properties">Properties</h2>
<h3 id="vocabcount"><strong>VocabCount</strong></h3>
<p>Total number of tokens in vocabulary of this model</p>
<pre><code class="language-csharp">public int VocabCount { get; }
</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="contextsize"><strong>ContextSize</strong></h3>
<p>Total number of tokens in the context</p>
<pre><code class="language-csharp">public int ContextSize { get; }
</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="embeddingsize"><strong>EmbeddingSize</strong></h3>
<p>Dimension of embedding vectors</p>
<pre><code class="language-csharp">public int EmbeddingSize { get; }
</code></pre>
<h4 id="property-value_2">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="params"><strong>Params</strong></h3>
<p>The model params set for this model.</p>
<pre><code class="language-csharp">public IModelParams Params { get; set; }
</code></pre>
<h4 id="property-value_3">Property Value</h4>
<p><a href="../llama.abstractions.imodelparams/">IModelParams</a><br></p>
<h3 id="nativehandle"><strong>NativeHandle</strong></h3>
<p>The native handle, which is used to be passed to the native APIs</p>
<pre><code class="language-csharp">public SafeLLamaContextHandle NativeHandle { get; }
</code></pre>
<h4 id="property-value_4">Property Value</h4>
<p><a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><strong>Remarks:</strong></p>
<p>Be careful how you use this!</p>
<h3 id="encoding"><strong>Encoding</strong></h3>
<p>The encoding set for this model to deal with text input.</p>
<pre><code class="language-csharp">public Encoding Encoding { get; }
</code></pre>
<h4 id="property-value_5">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
<h3 id="embeddinglength"><strong>EmbeddingLength</strong></h3>
<p>The embedding length of the model, also known as <code>n_embed</code></p>
<pre><code class="language-csharp">public int EmbeddingLength { get; }
</code></pre>
<h4 id="property-value_6">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h2 id="constructors">Constructors</h2>
<h3 id="llamacontextimodelparams-illamalogger"><strong>LLamaContext(IModelParams, ILLamaLogger)</strong></h3>
<h4 id="caution">Caution</h4>
<p>Use the LLamaWeights.CreateContext instead</p>
<hr />
<pre><code class="language-csharp">public LLamaContext(IModelParams params, ILLamaLogger logger)
</code></pre>
<h4 id="parameters">Parameters</h4>
<p><code>params</code> <a href="../llama.abstractions.imodelparams/">IModelParams</a><br>
Model params.</p>
<p><code>logger</code> <a href="../llama.common.illamalogger/">ILLamaLogger</a><br>
The logger.</p>
<h3 id="llamacontextllamaweights-imodelparams-illamalogger"><strong>LLamaContext(LLamaWeights, IModelParams, ILLamaLogger)</strong></h3>
<p>Create a new LLamaContext for the given LLamaWeights</p>
<pre><code class="language-csharp">public LLamaContext(LLamaWeights model, IModelParams params, ILLamaLogger logger)
</code></pre>
<h4 id="parameters_1">Parameters</h4>
<p><code>model</code> <a href="../llama.llamaweights/">LLamaWeights</a><br></p>
<p><code>params</code> <a href="../llama.abstractions.imodelparams/">IModelParams</a><br></p>
<p><code>logger</code> <a href="../llama.common.illamalogger/">ILLamaLogger</a><br></p>
<h4 id="exceptions">Exceptions</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
<h2 id="methods">Methods</h2>
<h3 id="clone"><strong>Clone()</strong></h3>
<p>Create a copy of the current state of this context</p>
<pre><code class="language-csharp">public LLamaContext Clone()
</code></pre>
<h4 id="returns">Returns</h4>
<p><a href="./">LLamaContext</a><br></p>
<h3 id="tokenizestring-boolean"><strong>Tokenize(String, Boolean)</strong></h3>
<p>Tokenize a string.</p>
<pre><code class="language-csharp">public Int32[] Tokenize(string text, bool addBos)
</code></pre>
<h4 id="parameters_2">Parameters</h4>
<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>addBos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
Whether to add a bos to the text.</p>
<h4 id="returns_1">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<h3 id="detokenizeienumerableint32"><strong>DeTokenize(IEnumerable&lt;Int32&gt;)</strong></h3>
<p>Detokenize the tokens to text.</p>
<pre><code class="language-csharp">public string DeTokenize(IEnumerable&lt;int&gt; tokens)
</code></pre>
<h4 id="parameters_3">Parameters</h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
<h4 id="returns_2">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="savestatestring"><strong>SaveState(String)</strong></h3>
<p>Save the state to specified path.</p>
<pre><code class="language-csharp">public void SaveState(string filename)
</code></pre>
<h4 id="parameters_4">Parameters</h4>
<p><code>filename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="getstatedata"><strong>GetStateData()</strong></h3>
<h4 id="caution_1">Caution</h4>
<p>Use <code>GetState</code> instead, this supports larger states (over 2GB)</p>
<hr />
<p>Get the state data as a byte array.</p>
<pre><code class="language-csharp">public Byte[] GetStateData()
</code></pre>
<h4 id="returns_3">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
<h3 id="getstate"><strong>GetState()</strong></h3>
<p>Get the state data as an opaque handle</p>
<pre><code class="language-csharp">public State GetState()
</code></pre>
<h4 id="returns_4">Returns</h4>
<p><a href="./llama.llamacontext.state.md">State</a><br></p>
<h3 id="loadstatestring"><strong>LoadState(String)</strong></h3>
<p>Load the state from specified path.</p>
<pre><code class="language-csharp">public void LoadState(string filename)
</code></pre>
<h4 id="parameters_5">Parameters</h4>
<p><code>filename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h4 id="exceptions_1">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="loadstatebyte"><strong>LoadState(Byte[])</strong></h3>
<p>Load the state from memory.</p>
<pre><code class="language-csharp">public void LoadState(Byte[] stateData)
</code></pre>
<h4 id="parameters_6">Parameters</h4>
<p><code>stateData</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
<h4 id="exceptions_2">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="loadstatestate"><strong>LoadState(State)</strong></h3>
<p>Load the state from memory.</p>
<pre><code class="language-csharp">public void LoadState(State state)
</code></pre>
<h4 id="parameters_7">Parameters</h4>
<p><code>state</code> <a href="./llama.llamacontext.state.md">State</a><br></p>
<h4 id="exceptions_3">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="samplellamatokendataarray-nullable1-single-mirostattype-single-single-int32-single-single-single-safellamagrammarhandle"><strong>Sample(LLamaTokenDataArray, Nullable`1&amp;, Single, MirostatType, Single, Single, Int32, Single, Single, Single, SafeLLamaGrammarHandle)</strong></h3>
<p>Perform the sampling. Please don't use it unless you fully know what it does.</p>
<pre><code class="language-csharp">public int Sample(LLamaTokenDataArray candidates, Nullable`1&amp; mirostat_mu, float temperature, MirostatType mirostat, float mirostatTau, float mirostatEta, int topK, float topP, float tfsZ, float typicalP, SafeLLamaGrammarHandle grammar)
</code></pre>
<h4 id="parameters_8">Parameters</h4>
<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
<p><code>mirostat_mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1&amp;">Nullable`1&amp;</a><br></p>
<p><code>temperature</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>mirostat</code> <a href="../llama.common.mirostattype/">MirostatType</a><br></p>
<p><code>mirostatTau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>mirostatEta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>topK</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>topP</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>tfsZ</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>typicalP</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
<h4 id="returns_5">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="applypenaltyienumerableint32-dictionaryint32-single-int32-single-single-single-boolean"><strong>ApplyPenalty(IEnumerable&lt;Int32&gt;, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Boolean)</strong></h3>
<p>Apply the penalty for the tokens. Please don't use it unless you fully know what it does.</p>
<pre><code class="language-csharp">public LLamaTokenDataArray ApplyPenalty(IEnumerable&lt;int&gt; lastTokens, Dictionary&lt;int, float&gt; logitBias, int repeatLastTokensCount, float repeatPenalty, float alphaFrequency, float alphaPresence, bool penalizeNL)
</code></pre>
<h4 id="parameters_9">Parameters</h4>
<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
<p><code>logitBias</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;Int32, Single&gt;</a><br></p>
<p><code>repeatLastTokensCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>repeatPenalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>alphaFrequency</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>alphaPresence</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>penalizeNL</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_6">Returns</h4>
<p><a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
<h3 id="evalint32-int32"><strong>Eval(Int32[], Int32)</strong></h3>
<pre><code class="language-csharp">public int Eval(Int32[] tokens, int pastTokensCount)
</code></pre>
<h4 id="parameters_10">Parameters</h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<p><code>pastTokensCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_7">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The updated <code>pastTokensCount</code>.</p>
<h4 id="exceptions_4">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="evallistint32-int32"><strong>Eval(List&lt;Int32&gt;, Int32)</strong></h3>
<pre><code class="language-csharp">public int Eval(List&lt;int&gt; tokens, int pastTokensCount)
</code></pre>
<h4 id="parameters_11">Parameters</h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Int32&gt;</a><br></p>
<p><code>pastTokensCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_8">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The updated <code>pastTokensCount</code>.</p>
<h4 id="exceptions_5">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="evalreadonlymemoryint32-int32"><strong>Eval(ReadOnlyMemory&lt;Int32&gt;, Int32)</strong></h3>
<pre><code class="language-csharp">public int Eval(ReadOnlyMemory&lt;int&gt; tokens, int pastTokensCount)
</code></pre>
<h4 id="parameters_12">Parameters</h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlymemory-1">ReadOnlyMemory&lt;Int32&gt;</a><br></p>
<p><code>pastTokensCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_9">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The updated <code>pastTokensCount</code>.</p>
<h4 id="exceptions_6">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="evalreadonlyspanint32-int32"><strong>Eval(ReadOnlySpan&lt;Int32&gt;, Int32)</strong></h3>
<pre><code class="language-csharp">public int Eval(ReadOnlySpan&lt;int&gt; tokens, int pastTokensCount)
</code></pre>
<h4 id="parameters_13">Parameters</h4>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;Int32&gt;</a><br></p>
<p><code>pastTokensCount</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_10">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The updated <code>pastTokensCount</code>.</p>
<h4 id="exceptions_7">Exceptions</h4>
<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
<h3 id="generateresultienumerableint32"><strong>GenerateResult(IEnumerable&lt;Int32&gt;)</strong></h3>
<pre><code class="language-csharp">internal IEnumerable&lt;string&gt; GenerateResult(IEnumerable&lt;int&gt; ids)
</code></pre>
<h4 id="parameters_14">Parameters</h4>
<p><code>ids</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
<h4 id="returns_11">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
<h3 id="tokentostringint32"><strong>TokenToString(Int32)</strong></h3>
<p>Convert a token into a string</p>
<pre><code class="language-csharp">public string TokenToString(int token)
</code></pre>
<h4 id="parameters_15">Parameters</h4>
<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_12">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="dispose"><strong>Dispose()</strong></h3>
<pre><code class="language-csharp">public void Dispose()
</code></pre>


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