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LLamaSharp


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        Bacthed executor - multi-output to one input
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        Semantic-kernel - chat
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        Semantic-kernel - with kernel-memory
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        Semantic-kernel - basic
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        llama.exceptions.grammarunexpectedendelement
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        llama.exceptions.grammarunexpectedendofinput
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        llama.exceptions.grammarunexpectedhexcharscount
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      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
        llama.exceptions.grammarunknownescapecharacter
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        llama.exceptions.llamadecodeerror
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        llama.exceptions.loadweightsfailedexception
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        llama.exceptions.runtimeerror
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        llama.extensions.icontextparamsextensions
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        llama.extensions.imodelparamsextensions
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        llama.grammars.grammarrule
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        llama.ichatmodel
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        llama.llamacache
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        llama.llamaembedder
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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="#caution" class="md-nav__link">
    Caution
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    Constructors
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  <a href="#llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean" class="md-nav__link">
    LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)
  </a>
  
    <nav class="md-nav" aria-label="LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)">
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          <li class="md-nav__item">
  <a href="#llamamodelv1llamamodelv1" class="md-nav__link">
    LLamaModelV1(LLamaModelV1)
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    Tokenize(String)
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    Parameters
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          <li class="md-nav__item">
  <a href="#detokenizeienumerableint32" class="md-nav__link">
    DeTokenize(IEnumerable&lt;Int32&gt;)
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    Parameters
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    Returns
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  <a href="#detokenizeint32" class="md-nav__link">
    DeTokenize(Int32)
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    Parameters
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  <a href="#setcachellamacache" class="md-nav__link">
    SetCache(LLamaCache)
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    Parameters
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  <a href="#reset" class="md-nav__link">
    Reset()
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  <a href="#evallistint32" class="md-nav__link">
    Eval(List&lt;Int32&gt;)
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    Parameters
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          <li class="md-nav__item">
  <a href="#sampleint32-single-single-single-single-single" class="md-nav__link">
    Sample(Int32, Single, Single, Single, Single, Single)
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    Parameters
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          <li class="md-nav__item">
  <a href="#generateienumerableint32-int32-single-single-single-single-single-boolean" class="md-nav__link">
    Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)
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    Parameters
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    CreateEmbedding(String)
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    Parameters
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  <a href="#embedstring" class="md-nav__link">
    Embed(String)
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    Parameters
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  <a href="#createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" class="md-nav__link">
    CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)
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    Parameters
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          <li class="md-nav__item">
  <a href="#createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single" class="md-nav__link">
    CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)
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    <nav class="md-nav" aria-label="CreateChatCompletion(IEnumerable<ChatCompletionMessage>, Single, Single, Int32, String[], Int32, Single, Single, Single)">
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    Parameters
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  <a href="#savestate" class="md-nav__link">
    SaveState()
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  <a href="#loadstatellamastate" class="md-nav__link">
    LoadState(LLamaState)
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  <a href="#longesttokenprefixienumerableint32-ienumerableint32" class="md-nav__link">
    LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)
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    Parameters
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  <a href="#createchatcompletiong__getrole31_0chatcompletionmessage" class="md-nav__link">
    &lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)
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    Parameters
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<h1 id="llamamodelv1">LLamaModelV1</h1>
<p>Namespace: LLama</p>
<h4 id="caution">Caution</h4>
<p>This type is obsolete.</p>
<hr />
<pre><code class="language-csharp">public class LLamaModelV1
</code></pre>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaModelV1</a></p>
<h2 id="constructors">Constructors</h2>
<h3 id="llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean"><strong>LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)</strong></h3>
<pre><code class="language-csharp">public LLamaModelV1(string model_path, int n_ctx, int n_parts, int seed, bool f16_kv, bool logits_all, bool vocab_only, bool use_mmap, bool use_mlock, bool embedding, int n_threads, int n_batch, int last_n_tokens_size, string lora_base, string lora_path, bool verbose)
</code></pre>
<h4 id="parameters">Parameters</h4>
<p><code>model_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>n_ctx</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_parts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>f16_kv</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>logits_all</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>vocab_only</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>use_mmap</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>use_mlock</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>last_n_tokens_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>lora_base</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>lora_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>verbose</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llamamodelv1llamamodelv1"><strong>LLamaModelV1(LLamaModelV1)</strong></h3>
<pre><code class="language-csharp">public LLamaModelV1(LLamaModelV1 other)
</code></pre>
<h4 id="parameters_1">Parameters</h4>
<p><code>other</code> <a href="./">LLamaModelV1</a><br></p>
<h2 id="methods">Methods</h2>
<h3 id="tokenizestring"><strong>Tokenize(String)</strong></h3>
<pre><code class="language-csharp">public List&lt;int&gt; Tokenize(string text)
</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>
<h4 id="returns">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Int32&gt;</a><br></p>
<h3 id="detokenizeienumerableint32"><strong>DeTokenize(IEnumerable&lt;Int32&gt;)</strong></h3>
<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_1">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="detokenizeint32"><strong>DeTokenize(Int32)</strong></h3>
<pre><code class="language-csharp">public string DeTokenize(int token)
</code></pre>
<h4 id="parameters_4">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_2">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="setcachellamacache"><strong>SetCache(LLamaCache)</strong></h3>
<pre><code class="language-csharp">public void SetCache(LLamaCache cache)
</code></pre>
<h4 id="parameters_5">Parameters</h4>
<p><code>cache</code> <a href="../llama.llamacache/">LLamaCache</a><br></p>
<h3 id="reset"><strong>Reset()</strong></h3>
<pre><code class="language-csharp">public void Reset()
</code></pre>
<h3 id="evallistint32"><strong>Eval(List&lt;Int32&gt;)</strong></h3>
<pre><code class="language-csharp">public void Eval(List&lt;int&gt; tokens)
</code></pre>
<h4 id="parameters_6">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>
<h3 id="sampleint32-single-single-single-single-single"><strong>Sample(Int32, Single, Single, Single, Single, Single)</strong></h3>
<pre><code class="language-csharp">public int Sample(int top_k, float top_p, float temp, float repeat_penalty, float frequency_penalty, float presence_penalty)
</code></pre>
<h4 id="parameters_7">Parameters</h4>
<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h4 id="returns_3">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="generateienumerableint32-int32-single-single-single-single-single-boolean"><strong>Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)</strong></h3>
<pre><code class="language-csharp">public IEnumerable&lt;int&gt; Generate(IEnumerable&lt;int&gt; tokens, int top_k, float top_p, float temp, float repeat_penalty, float frequency_penalty, float presence_penalty, bool reset)
</code></pre>
<h4 id="parameters_8">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>
<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>reset</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_4">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
<h3 id="createembeddingstring"><strong>CreateEmbedding(String)</strong></h3>
<pre><code class="language-csharp">public Embedding CreateEmbedding(string input)
</code></pre>
<h4 id="parameters_9">Parameters</h4>
<p><code>input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h4 id="returns_5">Returns</h4>
<p><a href="../llama.types.embedding/">Embedding</a><br></p>
<h3 id="embedstring"><strong>Embed(String)</strong></h3>
<pre><code class="language-csharp">public Single[] Embed(string input)
</code></pre>
<h4 id="parameters_10">Parameters</h4>
<p><code>input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h4 id="returns_6">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
<h3 id="createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32"><strong>CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)</strong></h3>
<pre><code class="language-csharp">public IEnumerable&lt;CompletionChunk&gt; CreateCompletion(string prompt, string suffix, int max_tokens, float temperature, float top_p, int logprobs, bool echo, String[] stop, float frequency_penalty, float presence_penalty, float repeat_penalty, int top_k)
</code></pre>
<h4 id="parameters_11">Parameters</h4>
<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</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>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>logprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>echo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>top_k</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.collections.generic.ienumerable-1">IEnumerable&lt;CompletionChunk&gt;</a><br></p>
<h3 id="callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32"><strong>Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)</strong></h3>
<pre><code class="language-csharp">public IEnumerable&lt;CompletionChunk&gt; Call(string prompt, string suffix, int max_tokens, float temperature, float top_p, int logprobs, bool echo, String[] stop, float frequency_penalty, float presence_penalty, float repeat_penalty, int top_k)
</code></pre>
<h4 id="parameters_12">Parameters</h4>
<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</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>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>logprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>echo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>top_k</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.collections.generic.ienumerable-1">IEnumerable&lt;CompletionChunk&gt;</a><br></p>
<h3 id="createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single"><strong>CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)</strong></h3>
<pre><code class="language-csharp">public IEnumerable&lt;ChatCompletionChunk&gt; CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt; messages, float temperature, float top_p, int top_k, String[] stop, int max_tokens, float presence_penalty, float frequency_penalty, float repeat_penalty)
</code></pre>
<h4 id="parameters_13">Parameters</h4>
<p><code>messages</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;ChatCompletionMessage&gt;</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>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h4 id="returns_9">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;ChatCompletionChunk&gt;</a><br></p>
<h3 id="savestate"><strong>SaveState()</strong></h3>
<pre><code class="language-csharp">public LLamaState SaveState()
</code></pre>
<h4 id="returns_10">Returns</h4>
<p><a href="../llama.llamastate/">LLamaState</a><br></p>
<h3 id="loadstatellamastate"><strong>LoadState(LLamaState)</strong></h3>
<pre><code class="language-csharp">public void LoadState(LLamaState state)
</code></pre>
<h4 id="parameters_14">Parameters</h4>
<p><code>state</code> <a href="../llama.llamastate/">LLamaState</a><br></p>
<h3 id="longesttokenprefixienumerableint32-ienumerableint32"><strong>LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)</strong></h3>
<pre><code class="language-csharp">internal static int LongestTokenPrefix(IEnumerable&lt;int&gt; a, IEnumerable&lt;int&gt; b)
</code></pre>
<h4 id="parameters_15">Parameters</h4>
<p><code>a</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>b</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.int32">Int32</a><br></p>
<h3 id="createchatcompletiong__getrole31_0chatcompletionmessage"><strong>&lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)</strong></h3>
<pre><code class="language-csharp">internal static string &lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage message)
</code></pre>
<h4 id="parameters_16">Parameters</h4>
<p><code>message</code> <a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</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>


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