Buckets:
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| <link rel="modulepreload" href="/docs/tokenizers/pr_2003/en/_app/immutable/chunks/TokenizersLanguageContent.0fc17a7a.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"Input Sequences","local":"input-sequences","sections":[{"title":"TextInputSequence","local":"tokenizers.TextInputSequence","sections":[],"depth":2},{"title":"PreTokenizedInputSequence","local":"tokenizers.PreTokenizedInputSequence","sections":[],"depth":2},{"title":"InputSequence","local":"tokenizers.InputSequence","sections":[],"depth":2}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md 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8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Input Sequences</span></h1> <div class="flex space-x-2 items-center my-1.5 mr-8 h-7 !pl-0 -mx-3 md:mx-0"><div class="flex items-center border rounded-lg px-1.5 py-1 leading-none select-none text-smd border-gray-800 bg-black dark:bg-gray-700 text-white"><svg class="mr-1.5" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M15.84.5a16.4,16.4,0,0,0-3.57.32C9.1,1.39,8.53,2.53,8.53,4.64V7.48H16v1H5.77a4.73,4.73,0,0,0-4.7,3.74,14.82,14.82,0,0,0,0,7.54c.57,2.28,1.86,3.82,4,3.82h2.6V20.14a4.73,4.73,0,0,1,4.63-4.63h7.38a3.72,3.72,0,0,0,3.73-3.73V4.64A4.16,4.16,0,0,0,19.65.82,20.49,20.49,0,0,0,15.84.5ZM11.78,2.77a1.39,1.39,0,0,1,1.38,1.46,1.37,1.37,0,0,1-1.38,1.38A1.42,1.42,0,0,1,10.4,4.23,1.44,1.44,0,0,1,11.78,2.77Z" fill="#5a9fd4"></path><path d="M16.16,31.5a16.4,16.4,0,0,0,3.57-.32c3.17-.57,3.74-1.71,3.74-3.82V24.52H16v-1H26.23a4.73,4.73,0,0,0,4.7-3.74,14.82,14.82,0,0,0,0-7.54c-.57-2.28-1.86-3.82-4-3.82h-2.6v3.41a4.73,4.73,0,0,1-4.63,4.63H12.35a3.72,3.72,0,0,0-3.73,3.73v7.14a4.16,4.16,0,0,0,3.73,3.82A20.49,20.49,0,0,0,16.16,31.5Zm4.06-2.27a1.39,1.39,0,0,1-1.38-1.46,1.37,1.37,0,0,1,1.38-1.38,1.42,1.42,0,0,1,1.38,1.38A1.44,1.44,0,0,1,20.22,29.23Z" fill="#ffd43b"></path></svg> Python </div><div class="flex items-center border rounded-lg px-1.5 py-1 leading-none select-none text-smd 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d="M31.77,15.61l-1.34-.83c0-.13,0-.26,0-.39l1.16-1.08a.46.46,0,0,0,.14-.43.44.44,0,0,0-.29-.34L29.92,12l-.12-.38.92-1.28a.46.46,0,0,0,.06-.45.47.47,0,0,0-.36-.28l-1.55-.25L28.68,9l.66-1.44a.48.48,0,0,0,0-.45.46.46,0,0,0-.4-.2L27.32,7l-.25-.3.36-1.54a.46.46,0,0,0-.12-.43.46.46,0,0,0-.43-.13l-1.54.37L25,4.68l.06-1.58a.44.44,0,0,0-.21-.4.45.45,0,0,0-.45,0L23,3.32l-.35-.19L22.4,1.57a.46.46,0,0,0-.28-.35.48.48,0,0,0-.45.05l-1.28.92L20,2.08,19.46.6a.44.44,0,0,0-.34-.29.46.46,0,0,0-.43.14L17.62,1.6l-.39,0L16.39.22a.46.46,0,0,0-.78,0l-.83,1.34-.39,0L13.31.45a.46.46,0,0,0-.43-.14.44.44,0,0,0-.34.29L12,2.08l-.38.11-1.28-.92a.48.48,0,0,0-.45-.05.5.5,0,0,0-.28.35L9.35,3.13,9,3.32,7.57,2.66a.45.45,0,0,0-.45,0,.49.49,0,0,0-.21.4L7,4.68l-.31.25L5.13,4.56a.48.48,0,0,0-.44.13.46.46,0,0,0-.12.43l.36,1.54L4.68,7l-1.58,0a.46.46,0,0,0-.4.2.48.48,0,0,0,0,.45L3.32,9l-.19.35L1.57,9.6a.47.47,0,0,0-.35.28.48.48,0,0,0,.05.45l.92,1.28c0,.12-.07.25-.11.38L.6,12.54a.44.44,0,0,0-.29.34.46.46,0,0,0,.14.43L1.6,14.39l0,.39-1.35.83a.47.47,0,0,0,0,.78l1.35.84,0,.39L.45,18.69a.46.46,0,0,0-.14.43.44.44,0,0,0,.29.34L2.08,20c0,.13.07.26.11.39l-.92,1.28a.46.46,0,0,0-.05.44.45.45,0,0,0,.36.28l1.55.25.19.35-.65,1.44a.45.45,0,0,0,.43.65L4.68,25l.25.3-.36,1.54a.46.46,0,0,0,.12.43.48.48,0,0,0,.44.12l1.54-.36.3.25L6.91,28.9a.49.49,0,0,0,.21.4.48.48,0,0,0,.45,0L9,28.68l.35.19.26,1.56a.46.46,0,0,0,.27.35.48.48,0,0,0,.45-.05l1.28-.92.38.12.55,1.47a.47.47,0,0,0,.34.29.46.46,0,0,0,.43-.13l1.08-1.16.39,0,.83,1.34A.46.46,0,0,0,16,32a.47.47,0,0,0,.4-.22l.83-1.34.39,0,1.08,1.16a.46.46,0,0,0,.43.13.47.47,0,0,0,.34-.29L20,29.93l.38-.12,1.28.92a.48.48,0,0,0,.45.05.45.45,0,0,0,.27-.35l.26-1.56.35-.19,1.43.66a.48.48,0,0,0,.45,0,.49.49,0,0,0,.21-.4L25,27.32l.3-.25,1.54.36a.48.48,0,0,0,.44-.12.46.46,0,0,0,.12-.43l-.36-1.54.25-.3,1.58.05a.45.45,0,0,0,.43-.65L28.69,23l.19-.35,1.55-.25a.45.45,0,0,0,.36-.28.43.43,0,0,0-.06-.44l-.92-1.28.12-.39,1.48-.55a.44.44,0,0,0,.29-.34.46.46,0,0,0-.14-.43L30.4,17.62c0-.13,0-.26,0-.39l1.34-.84a.46.46,0,0,0,0-.78Zm-9,11.16A1,1,0,1,1,23.92,26a.95.95,0,0,1-1.14.73Zm-.45-3.09a.87.87,0,0,0-1,.67l-.48,2.22a11.74,11.74,0,0,1-9.75,0l-.48-2.23a.85.85,0,0,0-1-.66l-2,.42a14.67,14.67,0,0,1-1-1.2h9.58c.1,0,.18,0,.18-.12V19.35c0-.1-.08-.12-.18-.12h-2.8V17.08h3a1.9,1.9,0,0,1,1.86,1.62c.12.47.39,2,.57,2.5s.91,1.65,1.69,1.65h4.77l.17,0a11,11,0,0,1-1.08,1.27l-2-.43Zm-13.24,3A.94.94,0,0,1,8,26a1,1,0,1,1,1.13.73ZM5.45,12a1,1,0,0,1-1.74.77,1,1,0,0,1,.49-1.26A1,1,0,0,1,5.45,12ZM4.33,14.66l2.05-.91a.87.87,0,0,0,.44-1.15l-.42-.95H8.06v7.46H4.73a11.37,11.37,0,0,1-.45-3.21,10.41,10.41,0,0,1,.07-1.26Zm9-.73v-2.2h3.95c.2,0,1.44.24,1.44,1.16,0,.77-.95,1-1.73,1H13.32Zm14.34,2q0,.45,0,.87h-1.2c-.12,0-.17.08-.17.2v.55c0,1.3-.73,1.58-1.37,1.65s-1.29-.25-1.37-.63a4.13,4.13,0,0,0-1.91-3.21C22.79,14.59,24,13.49,24,12a3.76,3.76,0,0,0-1.83-3.09,5.22,5.22,0,0,0-2.52-.83H7.25a11.79,11.79,0,0,1,6.54-3.7l1.47,1.54a.87.87,0,0,0,1.22,0l1.64-1.57a11.69,11.69,0,0,1,8,5.72L25,12.64a.87.87,0,0,0,.44,1.14l2.16,1a11.46,11.46,0,0,1,.06,1.17ZM15.25,3.1a1,1,0,0,1,1.34,0,1,1,0,0,1,0,1.35,1,1,0,0,1-1.34,0,1,1,0,0,1,0-1.35Zm11.13,9a.94.94,0,0,1,1.25-.48,1,1,0,1,1-1.25.48Z" fill="currentColor"></path></svg> Rust </div><div class="flex items-center border rounded-lg px-1.5 py-1 leading-none select-none text-smd text-gray-500 cursor-pointer opacity-90 hover:text-gray-700 dark:hover:text-gray-200 hover:shadow-sm"><svg class="mr-1.5" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 289"><path fill="#539E43" d="M128 288.464c-3.975 0-7.685-1.06-11.13-2.915l-35.247-20.936c-5.3-2.915-2.65-3.975-1.06-4.505c7.155-2.385 8.48-2.915 15.9-7.156c.796-.53 1.856-.265 2.65.265l27.032 16.166c1.06.53 2.385.53 3.18 0l105.74-61.217c1.06-.53 1.59-1.59 1.59-2.915V83.08c0-1.325-.53-2.385-1.59-2.915l-105.74-60.953c-1.06-.53-2.385-.53-3.18 0L20.405 80.166c-1.06.53-1.59 1.855-1.59 2.915v122.17c0 1.06.53 2.385 1.59 2.915l28.887 16.695c15.636 7.95 25.44-1.325 25.44-10.6V93.68c0-1.59 1.326-3.18 3.181-3.18h13.516c1.59 0 3.18 1.325 3.18 3.18v120.58c0 20.936-11.396 33.126-31.272 33.126c-6.095 0-10.865 0-24.38-6.625l-27.827-15.9C4.24 220.885 0 213.465 0 205.515V83.346C0 75.396 4.24 67.976 11.13 64L116.87 2.783c6.625-3.71 15.635-3.71 22.26 0L244.87 64C251.76 67.975 256 75.395 256 83.346v122.17c0 7.95-4.24 15.37-11.13 19.345L139.13 286.08c-3.445 1.59-7.42 2.385-11.13 2.385Zm32.596-84.009c-46.377 0-55.917-21.2-55.917-39.221c0-1.59 1.325-3.18 3.18-3.18h13.78c1.59 0 2.916 1.06 2.916 2.65c2.12 14.045 8.215 20.936 36.306 20.936c22.261 0 31.802-5.035 31.802-16.96c0-6.891-2.65-11.926-37.367-15.372c-28.886-2.915-46.907-9.275-46.907-32.33c0-21.467 18.02-34.187 48.232-34.187c33.921 0 50.617 11.66 52.737 37.101c0 .795-.265 1.59-.795 2.385c-.53.53-1.325 1.06-2.12 1.06h-13.78c-1.326 0-2.65-1.06-2.916-2.385c-3.18-14.575-11.395-19.345-33.126-19.345c-24.38 0-27.296 8.48-27.296 14.84c0 7.686 3.445 10.07 36.306 14.31c32.597 4.24 47.967 10.336 47.967 33.127c-.265 23.321-19.345 36.571-53.002 36.571Z"></path></svg> Node </div></div> <div class="language-select"> <p data-svelte-h="svelte-1yv07ao">These types represent all the different kinds of sequence that can be used as input of a Tokenizer. | |
| Globally, any sequence can be either a string or a list of strings, according to the operating | |
| mode of the tokenizer: <code>raw text</code> vs <code>pre-tokenized</code>.</p> <h2 class="relative group"><a id="tokenizers.TextInputSequence" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#tokenizers.TextInputSequence"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>TextInputSequence</span></h2> <code data-svelte-h="svelte-4k9a7w">tokenizers.TextInputSequence</code> <p data-svelte-h="svelte-1offf9v">A <code>str</code> that represents an input sequence</p> <h2 class="relative group"><a id="tokenizers.PreTokenizedInputSequence" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#tokenizers.PreTokenizedInputSequence"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>PreTokenizedInputSequence</span></h2> <code data-svelte-h="svelte-12fgn95">tokenizers.PreTokenizedInputSequence</code> <p data-svelte-h="svelte-19l4c3n">A pre-tokenized input sequence. Can be one of:</p> <ul data-svelte-h="svelte-nyklpi"><li>A <code>List</code> of <code>str</code></li> <li>A <code>Tuple</code> of <code>str</code></li></ul> <p data-svelte-h="svelte-d0i2on">alias of <code>Union[List[str], Tuple[str]]</code>.</p> <h2 class="relative group"><a id="tokenizers.InputSequence" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#tokenizers.InputSequence"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>InputSequence</span></h2> <code data-svelte-h="svelte-ct5svd">tokenizers.InputSequence</code> <p data-svelte-h="svelte-17pgza3">Represents all the possible types of input sequences for encoding. Can be:</p> <ul data-svelte-h="svelte-lavs5d"><li>When <code>is_pretokenized=False</code>: <a href="#tokenizers.TextInputSequence">TextInputSequence</a></li> <li>When <code>is_pretokenized=True</code>: <a href="#tokenizers.PreTokenizedInputSequence">PreTokenizedInputSequence</a></li></ul> <p data-svelte-h="svelte-1b945hg">alias of <code>Union[str, List[str], Tuple[str]]</code>.</p> </div> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/tokenizers/blob/main/docs/source-doc-builder/api/input-sequences.mdx" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a> <p></p> | |
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