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  148. Use ChatSession
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  278. Interactive executor - basic
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  283. Kernel memory integration - basic
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  287. <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
  288. Kernel-memory - save & load
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  298. ChatSession - load & save
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  318. Semantic-kernel - with kernel-memory
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  702. <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
  703. llama.native.llamagrammarelementtype
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  707. <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
  708. llama.native.llamakvcacheview
  709. </a>
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  711. <li class="md-nav__item">
  712. <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
  713. llama.native.llamakvcacheviewcell
  714. </a>
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  717. <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
  718. llama.native.llamakvcacheviewsafehandle
  719. </a>
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  721. <li class="md-nav__item">
  722. <a href="../llama.native.llamaloglevel/" class="md-nav__link">
  723. llama.native.llamaloglevel
  724. </a>
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  727. <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
  728. llama.native.llamamodelkvoverridetype
  729. </a>
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  731. <li class="md-nav__item">
  732. <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
  733. llama.native.llamamodelmetadataoverride
  734. </a>
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  736. <li class="md-nav__item">
  737. <a href="../llama.native.llamamodelparams/" class="md-nav__link">
  738. llama.native.llamamodelparams
  739. </a>
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  741. <li class="md-nav__item">
  742. <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
  743. llama.native.llamamodelquantizeparams
  744. </a>
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  746. <li class="md-nav__item">
  747. <a href="../llama.native.llamanativebatch/" class="md-nav__link">
  748. llama.native.llamanativebatch
  749. </a>
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  752. <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
  753. llama.native.llamapoolingtype
  754. </a>
  755. </li>
  756. <li class="md-nav__item">
  757. <a href="../llama.native.llamapos/" class="md-nav__link">
  758. llama.native.llamapos
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  762. <a href="../llama.native.llamaropetype/" class="md-nav__link">
  763. llama.native.llamaropetype
  764. </a>
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  766. <li class="md-nav__item">
  767. <a href="../llama.native.llamaseqid/" class="md-nav__link">
  768. llama.native.llamaseqid
  769. </a>
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  771. <li class="md-nav__item">
  772. <a href="../llama.native.llamatoken/" class="md-nav__link">
  773. llama.native.llamatoken
  774. </a>
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  777. <a href="../llama.native.llamatokendata/" class="md-nav__link">
  778. llama.native.llamatokendata
  779. </a>
  780. </li>
  781. <li class="md-nav__item">
  782. <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
  783. llama.native.llamatokendataarray
  784. </a>
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  787. <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
  788. llama.native.llamatokendataarraynative
  789. </a>
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  792. <a href="../llama.native.llamatokentype/" class="md-nav__link">
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  797. <a href="../llama.native.llamavocabtype/" class="md-nav__link">
  798. llama.native.llamavocabtype
  799. </a>
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  802. <a href="../llama.native.llavaimageembed/" class="md-nav__link">
  803. llama.native.llavaimageembed
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  807. <a href="../llama.native.nativeapi/" class="md-nav__link">
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  813. llama.native.nativelibraryconfig
  814. </a>
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  817. <a href="../llama.native.ropescalingtype/" class="md-nav__link">
  818. llama.native.ropescalingtype
  819. </a>
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  821. <li class="md-nav__item">
  822. <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
  823. llama.native.safellamacontexthandle
  824. </a>
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  826. <li class="md-nav__item">
  827. <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
  828. llama.native.safellamagrammarhandle
  829. </a>
  830. </li>
  831. <li class="md-nav__item">
  832. <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
  833. llama.native.safellamahandlebase
  834. </a>
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  836. <li class="md-nav__item">
  837. <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
  838. llama.native.safellamamodelhandle
  839. </a>
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  842. <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
  843. llama.native.safellavaimageembedhandle
  844. </a>
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  847. <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
  848. llama.native.safellavamodelhandle
  849. </a>
  850. </li>
  851. <li class="md-nav__item">
  852. <a href="../llama.quantizer/" class="md-nav__link">
  853. llama.quantizer
  854. </a>
  855. </li>
  856. <li class="md-nav__item">
  857. <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
  858. llama.sampling.basesamplingpipeline
  859. </a>
  860. </li>
  861. <li class="md-nav__item">
  862. <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
  863. llama.sampling.defaultsamplingpipeline
  864. </a>
  865. </li>
  866. <li class="md-nav__item">
  867. <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
  868. llama.sampling.greedysamplingpipeline
  869. </a>
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  874. llama.sampling.isamplingpipeline
  875. <span class="md-nav__icon md-icon"></span>
  876. </label>
  877. <a href="./" class="md-nav__link md-nav__link--active">
  878. llama.sampling.isamplingpipeline
  879. </a>
  880. <nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  881. <label class="md-nav__title" for="__toc">
  882. <span class="md-nav__icon md-icon"></span>
  883. Table of contents
  884. </label>
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  886. <li class="md-nav__item">
  887. <a href="#methods" class="md-nav__link">
  888. Methods
  889. </a>
  890. <nav class="md-nav" aria-label="Methods">
  891. <ul class="md-nav__list">
  892. <li class="md-nav__item">
  893. <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
  894. Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
  895. </a>
  896. <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
  897. <ul class="md-nav__list">
  898. <li class="md-nav__item">
  899. <a href="#parameters" class="md-nav__link">
  900. Parameters
  901. </a>
  902. </li>
  903. <li class="md-nav__item">
  904. <a href="#returns" class="md-nav__link">
  905. Returns
  906. </a>
  907. </li>
  908. </ul>
  909. </nav>
  910. </li>
  911. <li class="md-nav__item">
  912. <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
  913. Accept(SafeLLamaContextHandle, LLamaToken)
  914. </a>
  915. <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
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  917. <li class="md-nav__item">
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  919. Parameters
  920. </a>
  921. </li>
  922. </ul>
  923. </nav>
  924. </li>
  925. <li class="md-nav__item">
  926. <a href="#reset" class="md-nav__link">
  927. Reset()
  928. </a>
  929. </li>
  930. <li class="md-nav__item">
  931. <a href="#clone" class="md-nav__link">
  932. Clone()
  933. </a>
  934. <nav class="md-nav" aria-label="Clone()">
  935. <ul class="md-nav__list">
  936. <li class="md-nav__item">
  937. <a href="#returns_1" class="md-nav__link">
  938. Returns
  939. </a>
  940. </li>
  941. </ul>
  942. </nav>
  943. </li>
  944. </ul>
  945. </nav>
  946. </li>
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  948. </nav>
  949. </li>
  950. <li class="md-nav__item">
  951. <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
  952. llama.sampling.isamplingpipelineextensions
  953. </a>
  954. </li>
  955. <li class="md-nav__item">
  956. <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
  957. llama.sampling.mirostate2samplingpipeline
  958. </a>
  959. </li>
  960. <li class="md-nav__item">
  961. <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
  962. llama.sampling.mirostatesamplingpipeline
  963. </a>
  964. </li>
  965. <li class="md-nav__item">
  966. <a href="../llama.sessionstate/" class="md-nav__link">
  967. llama.sessionstate
  968. </a>
  969. </li>
  970. <li class="md-nav__item">
  971. <a href="../llama.streamingtokendecoder/" class="md-nav__link">
  972. llama.streamingtokendecoder
  973. </a>
  974. </li>
  975. <li class="md-nav__item">
  976. <a href="../llama.types.chatcompletion/" class="md-nav__link">
  977. llama.types.chatcompletion
  978. </a>
  979. </li>
  980. <li class="md-nav__item">
  981. <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
  982. llama.types.chatcompletionchoice
  983. </a>
  984. </li>
  985. <li class="md-nav__item">
  986. <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
  987. llama.types.chatcompletionchunk
  988. </a>
  989. </li>
  990. <li class="md-nav__item">
  991. <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
  992. llama.types.chatcompletionchunkchoice
  993. </a>
  994. </li>
  995. <li class="md-nav__item">
  996. <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
  997. llama.types.chatcompletionchunkdelta
  998. </a>
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  1001. <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
  1002. llama.types.chatcompletionmessage
  1003. </a>
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  1006. <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
  1007. llama.types.chatmessagerecord
  1008. </a>
  1009. </li>
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  1011. <a href="../llama.types.chatrole/" class="md-nav__link">
  1012. llama.types.chatrole
  1013. </a>
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  1016. <a href="../llama.types.completion/" class="md-nav__link">
  1017. llama.types.completion
  1018. </a>
  1019. </li>
  1020. <li class="md-nav__item">
  1021. <a href="../llama.types.completionchoice/" class="md-nav__link">
  1022. llama.types.completionchoice
  1023. </a>
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  1025. <li class="md-nav__item">
  1026. <a href="../llama.types.completionchunk/" class="md-nav__link">
  1027. llama.types.completionchunk
  1028. </a>
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  1030. <li class="md-nav__item">
  1031. <a href="../llama.types.completionlogprobs/" class="md-nav__link">
  1032. llama.types.completionlogprobs
  1033. </a>
  1034. </li>
  1035. <li class="md-nav__item">
  1036. <a href="../llama.types.completionusage/" class="md-nav__link">
  1037. llama.types.completionusage
  1038. </a>
  1039. </li>
  1040. <li class="md-nav__item">
  1041. <a href="../llama.types.embedding/" class="md-nav__link">
  1042. llama.types.embedding
  1043. </a>
  1044. </li>
  1045. <li class="md-nav__item">
  1046. <a href="../llama.types.embeddingdata/" class="md-nav__link">
  1047. llama.types.embeddingdata
  1048. </a>
  1049. </li>
  1050. <li class="md-nav__item">
  1051. <a href="../llama.types.embeddingusage/" class="md-nav__link">
  1052. llama.types.embeddingusage
  1053. </a>
  1054. </li>
  1055. <li class="md-nav__item">
  1056. <a href="../logger/" class="md-nav__link">
  1057. logger
  1058. </a>
  1059. </li>
  1060. </ul>
  1061. </nav>
  1062. </li>
  1063. </ul>
  1064. </nav>
  1065. </div>
  1066. </div>
  1067. </div>
  1068. <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
  1069. <div class="md-sidebar__scrollwrap">
  1070. <div class="md-sidebar__inner">
  1071. <nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  1072. <label class="md-nav__title" for="__toc">
  1073. <span class="md-nav__icon md-icon"></span>
  1074. Table of contents
  1075. </label>
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  1077. <li class="md-nav__item">
  1078. <a href="#methods" class="md-nav__link">
  1079. Methods
  1080. </a>
  1081. <nav class="md-nav" aria-label="Methods">
  1082. <ul class="md-nav__list">
  1083. <li class="md-nav__item">
  1084. <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
  1085. Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
  1086. </a>
  1087. <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
  1088. <ul class="md-nav__list">
  1089. <li class="md-nav__item">
  1090. <a href="#parameters" class="md-nav__link">
  1091. Parameters
  1092. </a>
  1093. </li>
  1094. <li class="md-nav__item">
  1095. <a href="#returns" class="md-nav__link">
  1096. Returns
  1097. </a>
  1098. </li>
  1099. </ul>
  1100. </nav>
  1101. </li>
  1102. <li class="md-nav__item">
  1103. <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
  1104. Accept(SafeLLamaContextHandle, LLamaToken)
  1105. </a>
  1106. <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
  1107. <ul class="md-nav__list">
  1108. <li class="md-nav__item">
  1109. <a href="#parameters_1" class="md-nav__link">
  1110. Parameters
  1111. </a>
  1112. </li>
  1113. </ul>
  1114. </nav>
  1115. </li>
  1116. <li class="md-nav__item">
  1117. <a href="#reset" class="md-nav__link">
  1118. Reset()
  1119. </a>
  1120. </li>
  1121. <li class="md-nav__item">
  1122. <a href="#clone" class="md-nav__link">
  1123. Clone()
  1124. </a>
  1125. <nav class="md-nav" aria-label="Clone()">
  1126. <ul class="md-nav__list">
  1127. <li class="md-nav__item">
  1128. <a href="#returns_1" class="md-nav__link">
  1129. Returns
  1130. </a>
  1131. </li>
  1132. </ul>
  1133. </nav>
  1134. </li>
  1135. </ul>
  1136. </nav>
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  1139. </nav>
  1140. </div>
  1141. </div>
  1142. </div>
  1143. <div class="md-content" data-md-component="content">
  1144. <article class="md-content__inner md-typeset">
  1145. <h1 id="isamplingpipeline">ISamplingPipeline</h1>
  1146. <p>Namespace: LLama.Sampling</p>
  1147. <p>Convert a span of logits into a single sampled token. This interface can be implemented to completely customise the sampling process.</p>
  1148. <pre><code class="language-csharp">public interface ISamplingPipeline : System.IDisposable
  1149. </code></pre>
  1150. <p>Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
  1151. <h2 id="methods">Methods</h2>
  1152. <h3 id="samplesafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong></h3>
  1153. <p>Sample a single token from the given logits</p>
  1154. <pre><code class="language-csharp">LLamaToken Sample(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)
  1155. </code></pre>
  1156. <h4 id="parameters">Parameters</h4>
  1157. <p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
  1158. The context being sampled from</p>
  1159. <p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br>
  1160. The logits produced by the model</p>
  1161. <p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
  1162. A span of tokens recently returned by the model</p>
  1163. <h4 id="returns">Returns</h4>
  1164. <p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
  1165. <h3 id="acceptsafellamacontexthandle-llamatoken"><strong>Accept(SafeLLamaContextHandle, LLamaToken)</strong></h3>
  1166. <p>Update the pipeline, with knowledge that a particular token was just accepted</p>
  1167. <pre><code class="language-csharp">void Accept(SafeLLamaContextHandle ctx, LLamaToken token)
  1168. </code></pre>
  1169. <h4 id="parameters_1">Parameters</h4>
  1170. <p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
  1171. <p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
  1172. <h3 id="reset"><strong>Reset()</strong></h3>
  1173. <p>Reset all internal state of the sampling pipeline</p>
  1174. <pre><code class="language-csharp">void Reset()
  1175. </code></pre>
  1176. <h3 id="clone"><strong>Clone()</strong></h3>
  1177. <p>Create a copy of this sampling pipeline</p>
  1178. <pre><code class="language-csharp">ISamplingPipeline Clone()
  1179. </code></pre>
  1180. <h4 id="returns_1">Returns</h4>
  1181. <p><a href="./">ISamplingPipeline</a><br></p>
  1182. </article>
  1183. </div>
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C#/.NET上易用的LLM高性能推理框架,支持LLaMA和LLaVA系列模型。

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