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@@ -500,7 +500,7 @@ gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
<tbody>
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<td><a href="#axolotl.datasets.ConstantLengthDataset">ConstantLengthDataset</a></td>
<td>Iterable dataset that returns constant length chunks of tokens from stream of text files.</td>
<td>Iterable dataset that returns constant length chunks of tokens from stream of</td>
</tr>
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<td><a href="#axolotl.datasets.TokenizedPromptDataset">TokenizedPromptDataset</a></td>
@@ -511,11 +511,47 @@ gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
<section id="axolotl.datasets.ConstantLengthDataset" class="level3">
<h3 class="anchored" data-anchor-id="axolotl.datasets.ConstantLengthDataset">ConstantLengthDataset</h3>
<div class="sourceCode" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>datasets.ConstantLengthDataset(tokenizer, datasets, seq_length<span class="op">=</span><span class="dv">2048</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Iterable dataset that returns constant length chunks of tokens from stream of text files.
Args:
tokenizer (Tokenizer): The processor used for processing the data.
dataset (dataset.Dataset): Dataset with text files.
seq_length (int): Length of token sequences to return.</p>
<p>Iterable dataset that returns constant length chunks of tokens from stream of
text files.</p>
<section id="parameters" class="level4 doc-section doc-section-parameters">
<h4 class="doc-section doc-section-parameters anchored" data-anchor-id="parameters">Parameters</h4>
<table class="caption-top table">
<colgroup>
<col style="width: 15%">
<col style="width: 10%">
<col style="width: 58%">
<col style="width: 15%">
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<tr class="header">
<th>Name</th>
<th>Type</th>
<th>Description</th>
<th>Default</th>
</tr>
</thead>
<tbody>
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<td>tokenizer</td>
<td></td>
<td>The processor used for processing the data.</td>
<td><em>required</em></td>
</tr>
<tr class="even">
<td>dataset</td>
<td></td>
<td>Dataset with text files.</td>
<td><em>required</em></td>
</tr>
<tr class="odd">
<td>seq_length</td>
<td></td>
<td>Length of token sequences to return.</td>
<td><code>2048</code></td>
</tr>
</tbody>
</table>
</section>
</section>
<section id="axolotl.datasets.TokenizedPromptDataset" class="level3">
<h3 class="anchored" data-anchor-id="axolotl.datasets.TokenizedPromptDataset">TokenizedPromptDataset</h3>
@@ -526,17 +562,57 @@ seq_length (int): Length of token sequences to return.</p>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a> keep_in_memory<span class="op">=</span><span class="va">False</span>,</span>
<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a> <span class="op">**</span>kwargs,</span>
<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Dataset that returns tokenized prompts from a stream of text files.
Args:
prompt_tokenizer (PromptTokenizingStrategy): The prompt tokenizing method for processing the data.
dataset (dataset.Dataset): Dataset with text files.
process_count (int): Number of processes to use for tokenizing.
keep_in_memory (bool): Whether to keep the tokenized dataset in memory.</p>
<p>Dataset that returns tokenized prompts from a stream of text files.</p>
<section id="parameters-1" class="level4 doc-section doc-section-parameters">
<h4 class="doc-section doc-section-parameters anchored" data-anchor-id="parameters-1">Parameters</h4>
<table class="caption-top table">
<colgroup>
<col style="width: 16%">
<col style="width: 23%">
<col style="width: 49%">
<col style="width: 10%">
</colgroup>
<thead>
<tr class="header">
<th>Name</th>
<th>Type</th>
<th>Description</th>
<th>Default</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td>prompt_tokenizer</td>
<td>PromptTokenizingStrategy</td>
<td>The prompt tokenizing method for processing the data.</td>
<td><em>required</em></td>
</tr>
<tr class="even">
<td>dataset</td>
<td>Dataset</td>
<td>Dataset with text files.</td>
<td><em>required</em></td>
</tr>
<tr class="odd">
<td>process_count</td>
<td>int | None</td>
<td>Number of processes to use for tokenizing.</td>
<td><code>None</code></td>
</tr>
<tr class="even">
<td>keep_in_memory</td>
<td>bool | None</td>
<td>Whether to keep the tokenized dataset in memory.</td>
<td><code>False</code></td>
</tr>
</tbody>
</table>
</section>
</section>
</section>
</section>
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