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margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */
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/* CSS for syntax highlighting */
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html { -webkit-text-size-adjust: 100%; }
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code.sourceCode > span { color: inherit; text-decoration: inherit; }
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@@ -474,7 +509,13 @@ gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
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<h2 id="toc-title">On this page</h2>
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<ul>
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<li><a href="#axolotl.prompt_strategies.dpo.chat_template" id="toc-axolotl.prompt_strategies.dpo.chat_template" class="nav-link active" data-scroll-target="#axolotl.prompt_strategies.dpo.chat_template">prompt_strategies.dpo.chat_template</a></li>
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<li><a href="#axolotl.prompt_strategies.dpo.chat_template" id="toc-axolotl.prompt_strategies.dpo.chat_template" class="nav-link active" data-scroll-target="#axolotl.prompt_strategies.dpo.chat_template">prompt_strategies.dpo.chat_template</a>
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<ul class="collapse">
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<li><a href="#functions" id="toc-functions" class="nav-link" data-scroll-target="#functions">Functions</a>
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<ul class="collapse">
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<li><a href="#axolotl.prompt_strategies.dpo.chat_template.argilla_chat" id="toc-axolotl.prompt_strategies.dpo.chat_template.argilla_chat" class="nav-link" data-scroll-target="#axolotl.prompt_strategies.dpo.chat_template.argilla_chat">argilla_chat</a></li>
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</ul></li>
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</ul></li>
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</ul>
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</nav>
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</div>
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@@ -488,8 +529,110 @@ gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
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<h1>prompt_strategies.dpo.chat_template</h1>
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<p><code>prompt_strategies.dpo.chat_template</code></p>
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<p>DPO prompt strategies for using tokenizer chat templates.</p>
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<section id="functions" class="level2">
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<h2 class="anchored" data-anchor-id="functions">Functions</h2>
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<table class="caption-top table">
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<thead>
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<tr class="header">
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<th>Name</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr class="odd">
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<td><a href="#axolotl.prompt_strategies.dpo.chat_template.argilla_chat">argilla_chat</a></td>
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<td>DPO chat template strategy for argilla-style datasets.</td>
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</tr>
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</tbody>
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</table>
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<section id="axolotl.prompt_strategies.dpo.chat_template.argilla_chat" class="level3">
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<h3 class="anchored" data-anchor-id="axolotl.prompt_strategies.dpo.chat_template.argilla_chat">argilla_chat</h3>
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<div class="code-copy-outer-scaffold"><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>prompt_strategies.dpo.chat_template.argilla_chat(cfg, dataset_idx<span class="op">=</span><span class="dv">0</span>, <span class="op">**</span>kwargs)</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>DPO chat template strategy for argilla-style datasets.</p>
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<p>For argilla-style datasets where chosen/rejected contain full conversations
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instead of single response messages. Extracts the conversation history from
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the chosen field and formats both chosen/rejected responses using the
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configured chat template.</p>
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<section id="parameters" class="level4 doc-section doc-section-parameters">
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<h4 class="doc-section doc-section-parameters anchored" data-anchor-id="parameters">Parameters</h4>
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<table class="caption-top table">
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<colgroup>
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<col style="width: 12%">
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<col style="width: 7%">
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<col style="width: 67%">
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<col style="width: 11%">
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</colgroup>
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<thead>
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<tr class="header">
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<th>Name</th>
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<th>Type</th>
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<th>Description</th>
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<th>Default</th>
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</tr>
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</thead>
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<tbody>
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<tr class="odd">
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<td>cfg</td>
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<td></td>
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<td>Configuration object containing chat_template and dataset settings</td>
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<td><em>required</em></td>
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</tr>
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<tr class="even">
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<td>dataset_idx</td>
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<td></td>
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<td>Index of the dataset in the config (default: 0)</td>
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<td><code>0</code></td>
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</tr>
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<tr class="odd">
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<td>**kwargs</td>
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<td></td>
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<td>Additional keyword arguments (unused)</td>
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<td><code>{}</code></td>
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</tr>
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</tbody>
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</table>
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</section>
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<section id="returns" class="level4 doc-section doc-section-returns">
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<h4 class="doc-section doc-section-returns anchored" data-anchor-id="returns">Returns</h4>
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<table class="caption-top table">
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<colgroup>
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<col style="width: 4%">
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<col style="width: 4%">
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<col style="width: 91%">
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</colgroup>
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<thead>
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<tr class="header">
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<th>Name</th>
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<th>Type</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr class="odd">
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<td>tuple</td>
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<td></td>
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<td>(transform_fn, dataset_kwargs) where: - transform_fn: Function to transform dataset samples - dataset_kwargs: Dict with ‘remove_columns’ specifying columns to drop</td>
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</tr>
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</tbody>
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</table>
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</section>
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<section id="dataset-format" class="level4 doc-section doc-section-dataset-format">
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<h4 class="doc-section doc-section-dataset-format anchored" data-anchor-id="dataset-format">Dataset format</h4>
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<p>{
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“chosen”: [
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{“role”: “user”, “content”: “…”},
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{“role”: “assistant”, “content”: “…”}
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],
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“rejected”: [
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{“role”: “user”, “content”: “…”},
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{“role”: “assistant”, “content”: “…”}
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]
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}</p>
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</section>
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</section>
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</section>
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</section>
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</main> <!-- /main -->
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