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roberta |
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</a> |
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href="/models?filter=masked-lm" |
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tag-id="masked-lm" |
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> |
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masked-lm |
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</span> |
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</a> |
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<a class=" |
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tag-purple |
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" |
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href="/models?filter=exbert" |
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tag-id="exbert" |
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> |
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exbert |
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</span> |
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</a> |
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</div> |
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<div class="border-b border-gray-100"> |
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<div class="flex items-center justify-between"> |
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<div class="flex items-center h-12 -mb-px overflow-x-auto overflow-y-hidden"> |
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<a |
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class="tab-alternate " |
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href="/roberta-base" |
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> |
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<svg |
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alt="" |
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class="mr-1.5 text-gray-400" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 24 24" |
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> |
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class="uim-quaternary" |
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d="M20.23 7.24L12 12L3.77 7.24a1.98 1.98 0 0 1 .7-.71L11 2.76c.62-.35 1.38-.35 2 0l6.53 3.77c.29.173.531.418.7.71z" |
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opacity=".25" |
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fill="currentColor" |
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></path> |
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<path |
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class="uim-tertiary" |
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d="M12 12v9.5a2.09 2.09 0 0 1-.91-.21L4.5 17.48a2.003 2.003 0 0 1-1-1.73v-7.5a2.06 2.06 0 0 1 .27-1.01L12 12z" |
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opacity=".5" |
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fill="currentColor" |
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<path |
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class="uim-primary" |
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d="M20.5 8.25v7.5a2.003 2.003 0 0 1-1 1.73l-6.62 3.82c-.275.13-.576.198-.88.2V12l8.23-4.76c.175.308.268.656.27 1.01z" |
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fill="currentColor" |
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></path> |
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</svg> |
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Model card |
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</a> |
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<a |
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class="tab-alternate active" |
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href="/roberta-base/tree/main" |
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> |
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<svg |
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alt="" |
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class="mr-1.5 text-gray-400" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 24 24" |
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d="M21 19h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0-4h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0-8h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0 4h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2z" |
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opacity=".5" |
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fill="currentColor" |
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<path |
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class="uim-primary" |
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d="M9 19a1 1 0 0 1-1-1V6a1 1 0 0 1 2 0v12a1 1 0 0 1-1 1zm-6-4.333a1 1 0 0 1-.64-1.769L3.438 12l-1.078-.898a1 1 0 0 1 1.28-1.538l2 1.667a1 1 0 0 1 0 1.538l-2 1.667a.999.999 0 0 1-.64.231z" |
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fill="currentColor" |
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</svg> |
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Files and versions |
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</a> |
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</div> |
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<div class="relative hidden space-x-1.5 md:flex"> |
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<div |
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class="v2-dropdown relative " |
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> |
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<button |
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class="v2-dropdown-button cursor-pointer btn text-sm" |
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slot="trigger" |
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type="button" |
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> |
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<svg |
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alt="" |
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class="mr-1.5" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 32 32" |
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style="transform: rotate(360deg);" |
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> |
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<path |
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d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M12.419 25.484L17.639 6l1.932.518L14.35 26z" |
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fill="currentColor" |
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></path> |
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</svg> |
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Use in transformers |
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</button><div |
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class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full " |
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> |
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<ul class="min-w-full w-auto"> |
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<div class="v2-to-clipboard" style="width: 700px;"> |
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<div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11"> |
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<h3 class="font-semibold"> |
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How to use from the |
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<a target="_blank" href="https://github.com/huggingface/transformers">🤗/transformers</a> |
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library: |
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</h3> |
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<button |
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class="v2-to-clipboard-button text-sm underline flex items-center cursor-pointer text-gray-500" |
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> |
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<svg |
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alt="" |
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class="mr-1" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 32 32" |
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> |
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<path |
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d="M25.7 9.3l-7-7A.908.908 0 0 0 18 2H8a2.006 2.006 0 0 0-2 2v24a2.006 2.006 0 0 0 2 2h16a2.006 2.006 0 0 0 2-2V10a.908.908 0 0 0-.3-.7zM18 4.4l5.6 5.6H18zM24 28H8V4h8v6a2.006 2.006 0 0 0 2 2h6z" |
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fill="currentColor" |
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></path> |
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</svg> |
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Copy to clipboard |
|
</button> |
|
</div> |
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<pre class="v2-to-clipboard-content whitespace-pre-line text-sm p-4 text-gray-700"> |
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from transformers import AutoTokenizer, AutoModelForMaskedLM |
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|
|
tokenizer = AutoTokenizer.from_pretrained("roberta-base") |
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|
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model = AutoModelForMaskedLM.from_pretrained("roberta-base") |
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</pre> |
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|
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<div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11"> |
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<h3 class="font-semibold"> |
|
Or just clone the model repo |
|
</h3> |
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</div> |
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<pre class="whitespace-pre-line text-sm p-4 text-gray-700"> |
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git lfs install |
|
git clone https://huggingface.co/roberta-base |
|
<div class="text-gray-500 text-xs"> |
|
# if you want to clone without large files – just their pointers |
|
# prepend your git clone with the following env var: |
|
</div> |
|
GIT_LFS_SKIP_SMUDGE=1 |
|
</pre> |
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|
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</div> |
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</ul> |
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</div></div> |
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</div> |
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</div> |
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</div> |
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</div> |
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</header> |
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<div |
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class="container relative space-y-4 flex flex-col md:grid md:gap-6 md:space-y-0 overflow-hidden |
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md:grid-cols-12 |
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" |
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> |
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<section class="pt-8 border-gray-100 col-span-full"> |
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<header class="pb-4 flex items-center justify-between"> |
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<div class="flex items-center"> |
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<div |
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class="v2-dropdown relative mr-6" |
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|
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> |
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<button |
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class="v2-dropdown-button cursor-pointer btn" |
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slot="trigger" |
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type="button" |
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> |
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<svg |
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alt="" |
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class="mr-1 text-gray-700 dark:text-gray-400" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 24 24" |
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style="transform: rotate(360deg);" |
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> |
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<path |
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d="M13 14c-3.36 0-4.46 1.35-4.82 2.24C9.25 16.7 10 17.76 10 19a3 3 0 0 1-3 3a3 3 0 0 1-3-3c0-1.31.83-2.42 2-2.83V7.83A2.99 2.99 0 0 1 4 5a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.31-.83 2.42-2 2.83v5.29c.88-.65 2.16-1.12 4-1.12c2.67 0 3.56-1.34 3.85-2.23A3.006 3.006 0 0 1 14 7a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.34-.88 2.5-2.09 2.86C17.65 11.29 16.68 14 13 14m-6 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1M7 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1m10 2a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1z" |
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fill="currentColor" |
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></path> |
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</svg> |
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main |
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<svg |
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alt="" |
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class="text-gray-500" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 24 24" |
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style="transform: rotate(360deg);" |
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> |
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<path d="M7 10l5 5l5-5z" fill="currentColor"></path> |
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</svg> |
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</button><div |
|
class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full " |
|
> |
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<ul class="min-w-full w-auto"> |
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<li> |
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<ul> |
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<li> |
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<div |
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class="v2-dropdown-entry flex items-center hover:bg-gray-50 cursor-pointer |
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hover:underline |
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" |
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> |
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<a |
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class="px-3 py-1.5" |
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href="/roberta-base/blob/main/pytorch_model.bin" |
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> |
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main |
|
</a> |
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</div> |
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</li> |
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</ul> |
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</li> |
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<li> |
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<ul class="bg-yellow-50"> |
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</ul> |
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</li> |
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</ul> |
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</div></div> |
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<a class="hover:underline text-gray-800 dark:text-gray-300" href="/roberta-base/tree/main"> |
|
roberta-base |
|
</a> |
|
<span class="text-gray-300 mx-1 font-light">/</span> |
|
|
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<span class="font-light dark:text-gray-300">pytorch_model.bin</span> |
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</div> |
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<div class="flex justify-end"> |
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</div> |
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</header> |
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<div class="border border-b-0 dark:border-gray-800 px-3 py-2 flex items-baseline rounded-t-lg bg-gradient-to-b from-white to-gray-100 dark:from-gray-800 dark:to-gray-900"> |
|
<div class="mr-5 truncate flex-none"> |
|
system |
|
</div> |
|
<a |
|
class="mr-4 font-mono text-sm text-gray-500 dark:text-gray-300 truncate hover:underline" |
|
href="/roberta-base/commit/fa1301c244d1dce149429bfe8e7450448f2dcb7e" |
|
> |
|
Update pytorch_model.bin |
|
</a> |
|
<a |
|
class="text-sm border dark:border-gray-800 px-1.5 rounded bg-gray-50 dark:bg-gray-900 hover:underline" |
|
href="/roberta-base/commit/fa1301c244d1dce149429bfe8e7450448f2dcb7e" |
|
> |
|
fa1301c |
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</a> |
|
<time |
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datetime="2019-08-08T22:57:06" |
|
class="ml-auto hidden lg:block text-gray-500 dark:text-gray-400 truncate flex-none pl-2" |
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> |
|
1 year ago |
|
</time> |
|
</div> |
|
|
|
<div class="flex items-center p-3 border dark:border-gray-800 text-sm text-gray-700 dark:bg-gray-900"> |
|
<a class="flex items-center hover:underline mr-4" href="/roberta-base/raw/main/pytorch_model.bin"> |
|
<svg |
|
alt="" |
|
class="mr-1.5 " |
|
xmlns="http://www.w3.org/2000/svg" |
|
xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 32 32" |
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style="transform: rotate(360deg);" |
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> |
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<path |
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d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M12.419 25.484L17.639 6l1.932.518L14.35 26z" |
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fill="currentColor" |
|
></path> |
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</svg> |
|
raw |
|
</a> |
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<a class="flex items-center hover:underline mr-4" href="/roberta-base/commits/main/pytorch_model.bin"> |
|
<svg |
|
alt="" |
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class="mr-1.5" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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width="1em" |
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height="1em" |
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preserveAspectRatio="xMidYMid meet" |
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viewBox="0 0 32 32" |
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style="transform: rotate(360deg);" |
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> |
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<path |
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d="M16 4C9.383 4 4 9.383 4 16s5.383 12 12 12s12-5.383 12-12S22.617 4 16 4zm0 2c5.535 0 10 4.465 10 10s-4.465 10-10 10S6 21.535 6 16S10.465 6 16 6zm-1 2v9h7v-2h-5V8z" |
|
fill="currentColor" |
|
></path> |
|
</svg> |
|
history |
|
</a> |
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<a class="flex items-center hover:underline mr-4" href="/roberta-base/blame/main/pytorch_model.bin"> |
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<svg |
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alt="" |
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class="mr-1.5" |
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xmlns="http://www.w3.org/2000/svg" |
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xmlns:xlink="http://www.w3.org/1999/xlink" |
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aria-hidden="true" |
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focusable="false" |
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role="img" |
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class="" |
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width="1em" |
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preserveAspectRatio="xMidYMid meet" |
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<path |
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d="M16 2a14 14 0 1 0 14 14A14 14 0 0 0 16 2zm0 26a12 12 0 1 1 12-12a12 12 0 0 1-12 12z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M11.5 11a2.5 2.5 0 1 0 2.5 2.5a2.48 2.48 0 0 0-2.5-2.5z" |
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fill="currentColor" |
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></path> |
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<path |
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d="M20.5 11a2.5 2.5 0 1 0 2.5 2.5a2.48 2.48 0 0 0-2.5-2.5z" |
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fill="currentColor" |
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></path> |
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</svg> |
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blame |
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</a> |
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<div class="ml-auto dark:text-gray-300"> |
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134 Bytes |
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</div> |
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</div> |
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<div class="border border-t-0 rounded-b-lg dark:bg-gray-900 dark:border-gray-800 overflow-x-auto"> |
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<table> |
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<tr> |
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<td class="align-top text-right select-none"> |
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<pre class="p-3 text-sm overflow-x-auto">1 |
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2 |
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3 |
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4</pre> |
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</td> |
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<td class="align-top w-full"> |
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<pre class="p-3 text-sm overflow-x-auto"><span class="hljs-attribute">version</span> https://git-lfs.github.com/spec/v<span class="hljs-number">1</span> |
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<span class="hljs-attribute">oid</span> sha<span class="hljs-number">256</span>:<span class="hljs-number">278</span>b<span class="hljs-number">7</span>a<span class="hljs-number">95739</span>c<span class="hljs-number">4392</span>fae<span class="hljs-number">9</span>b<span class="hljs-number">818</span>bb<span class="hljs-number">5343</span>dde<span class="hljs-number">20</span>be<span class="hljs-number">1</span>b<span class="hljs-number">89318</span>f<span class="hljs-number">37</span>a<span class="hljs-number">6</span>d<span class="hljs-number">939</span>e<span class="hljs-number">1</span>e<span class="hljs-number">1</span>b<span class="hljs-number">9</span>e<span class="hljs-number">461</span>b |
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<span class="hljs-attribute">size</span> <span class="hljs-number">501200538</span> |
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</pre> |
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</td> |
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</tr> |
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</table> |
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</div> |
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</section> |
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</div> |
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</main> |
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<script defer src="/front/build/bundle.b677412.js"></script> |
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<script> |
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if (! ( |
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