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  <a href="#property-value_8" class="md-nav__link">
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  <a href="#property-value_9" class="md-nav__link">
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    FrequencyPenalty
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  <a href="#property-value_14" class="md-nav__link">
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    PresencePenalty
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    Mirostat
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<h1 id="inferenceparams">InferenceParams</h1>
<p>Namespace: LLama.Common</p>
<p>The paramters used for inference.</p>
<pre><code class="language-csharp">public class InferenceParams : LLama.Abstractions.IInferenceParams
</code></pre>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">InferenceParams</a><br>
Implements <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a></p>
<h2 id="properties">Properties</h2>
<h3 id="tokenskeep"><strong>TokensKeep</strong></h3>
<p>number of tokens to keep from initial prompt</p>
<pre><code class="language-csharp">public int TokensKeep { 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="maxtokens"><strong>MaxTokens</strong></h3>
<p>how many new tokens to predict (n_predict), set to -1 to inifinitely generate response
 until it complete.</p>
<pre><code class="language-csharp">public int MaxTokens { 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="logitbias"><strong>LogitBias</strong></h3>
<p>logit bias for specific tokens</p>
<pre><code class="language-csharp">public Dictionary&lt;int, float&gt; LogitBias { get; set; }
</code></pre>
<h4 id="property-value_2">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;Int32, Single&gt;</a><br></p>
<h3 id="antiprompts"><strong>AntiPrompts</strong></h3>
<p>Sequences where the model will stop generating further tokens.</p>
<pre><code class="language-csharp">public IEnumerable&lt;string&gt; AntiPrompts { get; set; }
</code></pre>
<h4 id="property-value_3">Property Value</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="pathsession"><strong>PathSession</strong></h3>
<p>path to file for saving/loading model eval state</p>
<pre><code class="language-csharp">public string PathSession { get; set; }
</code></pre>
<h4 id="property-value_4">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="inputsuffix"><strong>InputSuffix</strong></h3>
<p>string to suffix user inputs with</p>
<pre><code class="language-csharp">public string InputSuffix { get; set; }
</code></pre>
<h4 id="property-value_5">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="inputprefix"><strong>InputPrefix</strong></h3>
<p>string to prefix user inputs with</p>
<pre><code class="language-csharp">public string InputPrefix { get; set; }
</code></pre>
<h4 id="property-value_6">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h3 id="topk"><strong>TopK</strong></h3>
<p>0 or lower to use vocab size</p>
<pre><code class="language-csharp">public int TopK { get; set; }
</code></pre>
<h4 id="property-value_7">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="topp"><strong>TopP</strong></h3>
<p>1.0 = disabled</p>
<pre><code class="language-csharp">public float TopP { get; set; }
</code></pre>
<h4 id="property-value_8">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="tfsz"><strong>TfsZ</strong></h3>
<p>1.0 = disabled</p>
<pre><code class="language-csharp">public float TfsZ { get; set; }
</code></pre>
<h4 id="property-value_9">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="typicalp"><strong>TypicalP</strong></h3>
<p>1.0 = disabled</p>
<pre><code class="language-csharp">public float TypicalP { get; set; }
</code></pre>
<h4 id="property-value_10">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="temperature"><strong>Temperature</strong></h3>
<p>1.0 = disabled</p>
<pre><code class="language-csharp">public float Temperature { get; set; }
</code></pre>
<h4 id="property-value_11">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="repeatpenalty"><strong>RepeatPenalty</strong></h3>
<p>1.0 = disabled</p>
<pre><code class="language-csharp">public float RepeatPenalty { get; set; }
</code></pre>
<h4 id="property-value_12">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="repeatlasttokenscount"><strong>RepeatLastTokensCount</strong></h3>
<p>last n tokens to penalize (0 = disable penalty, -1 = context size) (repeat_last_n)</p>
<pre><code class="language-csharp">public int RepeatLastTokensCount { 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="frequencypenalty"><strong>FrequencyPenalty</strong></h3>
<p>frequency penalty coefficient
 0.0 = disabled</p>
<pre><code class="language-csharp">public float FrequencyPenalty { get; set; }
</code></pre>
<h4 id="property-value_14">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="presencepenalty"><strong>PresencePenalty</strong></h3>
<p>presence penalty coefficient
 0.0 = disabled</p>
<pre><code class="language-csharp">public float PresencePenalty { get; set; }
</code></pre>
<h4 id="property-value_15">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="mirostat"><strong>Mirostat</strong></h3>
<p>Mirostat uses tokens instead of words.
 algorithm described in the paper https://arxiv.org/abs/2007.14966.
 0 = disabled, 1 = mirostat, 2 = mirostat 2.0</p>
<pre><code class="language-csharp">public MirostatType Mirostat { get; set; }
</code></pre>
<h4 id="property-value_16">Property Value</h4>
<p><a href="../llama.common.mirostattype/">MirostatType</a><br></p>
<h3 id="mirostattau"><strong>MirostatTau</strong></h3>
<p>target entropy</p>
<pre><code class="language-csharp">public float MirostatTau { 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="mirostateta"><strong>MirostatEta</strong></h3>
<p>learning rate</p>
<pre><code class="language-csharp">public float MirostatEta { 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="penalizenl"><strong>PenalizeNL</strong></h3>
<p>consider newlines as a repeatable token (penalize_nl)</p>
<pre><code class="language-csharp">public bool PenalizeNL { get; set; }
</code></pre>
<h4 id="property-value_19">Property Value</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="grammar"><strong>Grammar</strong></h3>
<p>A grammar to constrain the possible tokens</p>
<pre><code class="language-csharp">public SafeLLamaGrammarHandle Grammar { get; set; }
</code></pre>
<h4 id="property-value_20">Property Value</h4>
<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
<h2 id="constructors">Constructors</h2>
<h3 id="inferenceparams_1"><strong>InferenceParams()</strong></h3>
<pre><code class="language-csharp">public InferenceParams()
</code></pre>


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