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- href="/models?filter=arxiv:1806.02847"
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- tag-id="arxiv:1806.02847"
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- >
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- <span>
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- <a class="
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- "
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- href="/models?filter=license:mit"
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- <span>
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- "
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-
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- <a class="
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- tag
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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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- <span>
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- exbert
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- </span>
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-
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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:xlink="http://www.w3.org/1999/xlink"
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- aria-hidden="true"
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- fill="currentColor"
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- </svg>
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- Model card
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- href="/roberta-base/tree/main"
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- aria-hidden="true"
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- Files and versions
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- class="v2-dropdown relative "
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- >
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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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- 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
1217
- <a target="_blank" href="https://github.com/huggingface/transformers">🤗/transformers</a>
1218
- library:
1219
- </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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- class="mr-1"
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- focusable="false"
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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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- ></path>
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- </svg>
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- Copy to clipboard
1242
- </button>
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- </div>
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- <pre class="v2-to-clipboard-content whitespace-pre-line text-sm p-4 text-gray-700">
1245
- from transformers import AutoTokenizer, AutoModelForMaskedLM
1246
-
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- tokenizer = AutoTokenizer.from_pretrained("roberta-base")
1248
-
1249
- model = AutoModelForMaskedLM.from_pretrained("roberta-base")
1250
- </pre>
1251
-
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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">
1254
- Or just clone the model repo
1255
- </h3>
1256
- </div>
1257
- <pre class="whitespace-pre-line text-sm p-4 text-gray-700">
1258
- git lfs install
1259
- git clone https://huggingface.co/roberta-base
1260
- <div class="text-gray-500 text-xs">
1261
- # if you want to clone without large files – just their pointers
1262
- # prepend your git clone with the following env var:
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- </div>
1264
- GIT_LFS_SKIP_SMUDGE=1
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- </pre>
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-
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- </div>
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- <div
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-
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-
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- >
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- main
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- </li>
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- </ul>
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- </div></div>
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-
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- <a class="hover:underline text-gray-800 dark:text-gray-300" href="/roberta-base/tree/main">
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- roberta-base
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- </a>
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- <span class="text-gray-300 mx-1 font-light">/</span>
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-
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- <span class="font-light dark:text-gray-300">pytorch_model.bin</span>
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-
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-
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- <div class="flex justify-end">
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- </div>
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- </header>
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-
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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">
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- <div class="mr-5 truncate flex-none">
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- system
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- </div>
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- <a
1386
- class="mr-4 font-mono text-sm text-gray-500 dark:text-gray-300 truncate hover:underline"
1387
- href="/roberta-base/commit/fa1301c244d1dce149429bfe8e7450448f2dcb7e"
1388
- >
1389
- Update pytorch_model.bin
1390
- </a>
1391
- <a
1392
- class="text-sm border dark:border-gray-800 px-1.5 rounded bg-gray-50 dark:bg-gray-900 hover:underline"
1393
- href="/roberta-base/commit/fa1301c244d1dce149429bfe8e7450448f2dcb7e"
1394
- >
1395
- fa1301c
1396
- </a>
1397
- <time
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- datetime="2019-08-08T22:57:06"
1399
- class="ml-auto hidden lg:block text-gray-500 dark:text-gray-400 truncate flex-none pl-2"
1400
- >
1401
- 1 year ago
1402
- </time>
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-
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- <div class="flex items-center p-3 border dark:border-gray-800 text-sm text-gray-700 dark:bg-gray-900">
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- <a class="flex items-center hover:underline mr-4" href="/roberta-base/raw/main/pytorch_model.bin">
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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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- </svg>
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- raw
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- xmlns="http://www.w3.org/2000/svg"
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- history
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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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-
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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">
1504
- <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>
1505
- <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
1506
- <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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-
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- <script defer src="/front/build/bundle.b677412.js"></script>
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- <script>
1518
- if (! (
1519
- ['localhost', 'huggingface.test'].includes(window.location.hostname)
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