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<a class="parent" href="index.html">RWKV</a>
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<a href="https://github.com/labmlai/annotated_deep_learning_paper_implementations/tree/master/labml_nn/RWKV/configs.py" target="_blank">
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<div class="highlight"><pre><span class="lineno">1</span><span></span><span class="kn">from</span> <span class="nn">labml.configs</span> <span class="kn">import</span> <span class="n">BaseConfigs</span></pre></div>
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<h2>Transformer Configurations</h2>
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<p>This defines configurations for a transformer. The configurations are calculate using option functions. These are lazy loaded and therefore only the necessary modules are calculated.</p>
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</div>
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<div class="highlight"><pre><span class="lineno">4</span><span class="k">class</span> <span class="nc">RWKVConfigs</span><span class="p">(</span><span class="n">BaseConfigs</span><span class="p">):</span></pre></div>
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<p>Number of attention heads </p>
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<div class="highlight"><pre><span class="lineno">14</span> <span class="n">n_heads</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">8</span></pre></div>
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<p>Transformer embedding size </p>
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<div class="highlight"><pre><span class="lineno">16</span> <span class="n">d_model</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">512</span></pre></div>
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<p>Number of layers </p>
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<div class="highlight"><pre><span class="lineno">18</span> <span class="n">n_layers</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">6</span></pre></div>
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<p>Dropout probability </p>
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<div class="highlight"><pre><span class="lineno">20</span> <span class="n">dropout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.1</span></pre></div>
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<p>Number of tokens in the source vocabulary (for token embeddings) </p>
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<div class="highlight"><pre><span class="lineno">22</span> <span class="n">n_src_vocab</span><span class="p">:</span> <span class="nb">int</span></pre></div>
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<p>Number of tokens in the target vocabulary (to generate logits for prediction) </p>
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<div class="highlight"><pre><span class="lineno">24</span> <span class="n">n_tgt_vocab</span><span class="p">:</span> <span class="nb">int</span></pre></div>
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<a href="https://papers.labml.ai">Trending Research Papers</a>
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<a href="https://labml.ai">labml.ai</a>
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