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  628. <h1 id="tokenizationdetokenization">Tokenization/Detokenization</h1>
  629. <p>A pair of APIs to make conversion between text and tokens.</p>
  630. <h2 id="tokenization">Tokenization</h2>
  631. <p>The basic usage is to call <code>Tokenize</code> after initializing the model.</p>
  632. <pre><code class="language-cs">LLamaModel model = new LLamaModel(new ModelParams(&quot;&lt;modelPath&gt;&quot;));
  633. string text = &quot;hello&quot;;
  634. int[] tokens = model.Tokenize(text).ToArray();
  635. </code></pre>
  636. <p>Depending on different model (or vocab), the output will be various.</p>
  637. <h2 id="detokenization">Detokenization</h2>
  638. <p>Similar to tokenization, just pass an <code>IEnumerable&lt;int&gt;</code> to <code>Detokenize</code> method.</p>
  639. <pre><code class="language-cs">LLamaModel model = new LLamaModel(new ModelParams(&quot;&lt;modelPath&gt;&quot;));
  640. int[] tokens = new int[] {125, 2568, 13245};
  641. string text = model.Detokenize(tokens);
  642. </code></pre>
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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。