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bert-base-multilingual-cased-finetuned

Fill-Mask Transformers bert Inference Endpoints
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Add default config.json (retrieve from https://huggingface.co/bert-base-multilingual-cased/tree/main)

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- <!DOCTYPE html>
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- <meta property="og:title" content="config.json · bert-base-multilingual-cased at main">
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-
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- config.json · bert-base-multilingual-cased at main
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- href="/models?filter=license:apache-2.0"
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- tag-id="license:apache-2.0"
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- >
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- <span>
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- apache-2.0
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- </span>
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-
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- </a>
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- <a class="
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- tag
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- "
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- href="/models?filter=bert"
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- tag-id="bert"
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- >
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- <span>
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- bert
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- </span>
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-
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- </a>
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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=masked-lm"
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- tag-id="masked-lm"
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- >
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- <span>
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- masked-lm
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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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- class="tab-alternate "
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- href="/bert-base-multilingual-cased"
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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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- opacity=".5"
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- ></path>
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- <path
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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="/bert-base-multilingual-cased/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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- 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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- >
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- <path
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- class="uim-tertiary"
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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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- </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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- >
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- <button
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- class="v2-dropdown-button cursor-pointer w-full btn text-sm"
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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 w-full md:w-auto bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full v2-to-clipboard"
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- >
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- <ul class="min-w-full w-auto">
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- <div
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- class="col-span-full px-4 py-0.5 flex items-center justify-between font-semibold bg-gradient-to-r to-white whitespace-nowrap from-gray-50 border-b border-gray-200 h-11"
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- >
1171
- <h3 class="font-semibold md:mr-36">
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- How to use from the
1173
- <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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- >
1179
- <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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- 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
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- </button>
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- </div> <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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-
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- tokenizer = AutoTokenizer.from_pretrained("bert-base-multilingual-cased")
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-
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- model = AutoModelForMaskedLM.from_pretrained("bert-base-multilingual-cased")
1205
- </pre>
1206
-
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- <div
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- class="col-span-full px-4 py-0.5 flex items-center justify-between font-semibold bg-gradient-to-r to-white whitespace-nowrap from-gray-50 border-b border-gray-200 h-11"
1209
- >
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- <h3 class="font-semibold">
1211
- Or just clone the model repo
1212
- </h3>
1213
- </div> <pre class="whitespace-pre-line text-sm p-4 text-gray-700">
1214
- git lfs install
1215
- git clone https://huggingface.co/bert-base-multilingual-cased
1216
- <div class="text-gray-500 text-xs">
1217
- # if you want to clone without large files – just their pointers
1218
- # prepend your git clone with the following env var:
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- </div>
1220
- GIT_LFS_SKIP_SMUDGE=1
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- </pre>
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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:space-y-0 overflow-hidden
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-
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-
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- <header class="pb-4 flex items-center justify-between">
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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 w-full btn"
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- type="button"
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- >
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- >
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- class="v2-dropdown-entry flex items-center hover:bg-gray-50 cursor-pointer truncate
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- hover:underline
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- >
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- main
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- </a>
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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="/bert-base-multilingual-cased/tree/main">
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- bert-base-multilingual-cased
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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">config.json</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
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- class="mr-4 font-mono text-sm text-gray-500 dark:text-gray-300 truncate hover:underline"
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- href="/bert-base-multilingual-cased/commit/1cc6870c9ab1bcf9e75f36ca5f86b8ab4ece07b6"
1342
- >
1343
- Update config.json
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- </a>
1345
- <a
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- class="text-sm border dark:border-gray-800 px-1.5 rounded bg-gray-50 dark:bg-gray-900 hover:underline"
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- href="/bert-base-multilingual-cased/commit/1cc6870c9ab1bcf9e75f36ca5f86b8ab4ece07b6"
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- >
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- 1cc6870
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- </a>
1351
- <time
1352
- datetime="2020-04-24T15:55:09"
1353
- class="ml-auto hidden lg:block text-gray-500 dark:text-gray-400 truncate flex-none pl-2"
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- >
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- 10 months ago
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- </time>
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-
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- <div class="flex flex-wrap items-center justify-between px-3 py-1.5 border dark:border-gray-800 text-sm text-gray-800 dark:bg-gray-900">
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- <div class="flex flex-wrap items-center">
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- <a class="flex items-center hover:underline my-1 mr-4" href="/bert-base-multilingual-cased/raw/main/config.json">
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- alt=""
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- class="mr-1.5 "
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- aria-hidden="true"
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- style="transform: rotate(360deg);"
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- >
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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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- ></path>
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- </svg>
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- Raw
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- </a>
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- <a class="flex items-center hover:underline my-1 mr-4" href="/bert-base-multilingual-cased/commits/main/config.json">
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- <svg
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- xmlns="http://www.w3.org/2000/svg"
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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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- 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"
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- fill="currentColor"
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- ></path>
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- </svg>
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- History
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- </a>
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- <a class="flex items-center hover:underline my-1 mr-4" href="/bert-base-multilingual-cased/blame/main/config.json">
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- <svg
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- alt=""
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- class="mr-1.5"
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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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- 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="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>
1441
- </svg>
1442
- Blame
1443
- </a>
1444
- </div>
1445
- <div class="dark:text-gray-300">
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- 625 Bytes
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- </div>
1448
- </div>
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-
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- <div class="v2-line-select relative border border-t-0 rounded-b-lg dark:bg-gray-900 dark:border-gray-800 text-sm py-3 leading-tight">
1451
- <div class="overflow-x-auto">
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- <table>
1453
- <tr id="L1">
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- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1455
- <pre>1</pre>
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- </td>
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- <td class="px-3 w-full">
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- <pre>{</pre>
1459
- </td>
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- </tr>
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- <tr id="L2">
1462
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
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- <pre>2</pre>
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- </td>
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- <td class="px-3 w-full">
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- <pre> <span class="hljs-attr">&quot;architectures&quot;</span>: [</pre>
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- </td>
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- </tr>
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- <tr id="L3">
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- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
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- <pre>3</pre>
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- </td>
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- <td class="px-3 w-full">
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- <pre> <span class="hljs-string">&quot;BertForMaskedLM&quot;</span></pre>
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- </td>
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- </tr>
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- <tr id="L4">
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- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
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- <pre>4</pre>
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- </td>
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- <td class="px-3 w-full">
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- <pre> ],</pre>
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- </tr>
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- <tr id="L5">
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- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
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- <pre>5</pre>
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- </td>
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- <td class="px-3 w-full">
1490
- <pre> <span class="hljs-attr">&quot;attention_probs_dropout_prob&quot;</span>: <span class="hljs-number">0.1</span>,</pre>
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- </td>
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- </tr>
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- <tr id="L6">
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- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
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- <pre>6</pre>
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- </td>
1497
- <td class="px-3 w-full">
1498
- <pre> <span class="hljs-attr">&quot;directionality&quot;</span>: <span class="hljs-string">&quot;bidi&quot;</span>,</pre>
1499
- </td>
1500
- </tr>
1501
- <tr id="L7">
1502
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1503
- <pre>7</pre>
1504
- </td>
1505
- <td class="px-3 w-full">
1506
- <pre> <span class="hljs-attr">&quot;hidden_act&quot;</span>: <span class="hljs-string">&quot;gelu&quot;</span>,</pre>
1507
- </td>
1508
- </tr>
1509
- <tr id="L8">
1510
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1511
- <pre>8</pre>
1512
- </td>
1513
- <td class="px-3 w-full">
1514
- <pre> <span class="hljs-attr">&quot;hidden_dropout_prob&quot;</span>: <span class="hljs-number">0.1</span>,</pre>
1515
- </td>
1516
- </tr>
1517
- <tr id="L9">
1518
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1519
- <pre>9</pre>
1520
- </td>
1521
- <td class="px-3 w-full">
1522
- <pre> <span class="hljs-attr">&quot;hidden_size&quot;</span>: <span class="hljs-number">768</span>,</pre>
1523
- </td>
1524
- </tr>
1525
- <tr id="L10">
1526
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1527
- <pre>10</pre>
1528
- </td>
1529
- <td class="px-3 w-full">
1530
- <pre> <span class="hljs-attr">&quot;initializer_range&quot;</span>: <span class="hljs-number">0.02</span>,</pre>
1531
- </td>
1532
- </tr>
1533
- <tr id="L11">
1534
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1535
- <pre>11</pre>
1536
- </td>
1537
- <td class="px-3 w-full">
1538
- <pre> <span class="hljs-attr">&quot;intermediate_size&quot;</span>: <span class="hljs-number">3072</span>,</pre>
1539
- </td>
1540
- </tr>
1541
- <tr id="L12">
1542
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1543
- <pre>12</pre>
1544
- </td>
1545
- <td class="px-3 w-full">
1546
- <pre> <span class="hljs-attr">&quot;layer_norm_eps&quot;</span>: <span class="hljs-number">1e-12</span>,</pre>
1547
- </td>
1548
- </tr>
1549
- <tr id="L13">
1550
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1551
- <pre>13</pre>
1552
- </td>
1553
- <td class="px-3 w-full">
1554
- <pre> <span class="hljs-attr">&quot;max_position_embeddings&quot;</span>: <span class="hljs-number">512</span>,</pre>
1555
- </td>
1556
- </tr>
1557
- <tr id="L14">
1558
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1559
- <pre>14</pre>
1560
- </td>
1561
- <td class="px-3 w-full">
1562
- <pre> <span class="hljs-attr">&quot;model_type&quot;</span>: <span class="hljs-string">&quot;bert&quot;</span>,</pre>
1563
- </td>
1564
- </tr>
1565
- <tr id="L15">
1566
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1567
- <pre>15</pre>
1568
- </td>
1569
- <td class="px-3 w-full">
1570
- <pre> <span class="hljs-attr">&quot;num_attention_heads&quot;</span>: <span class="hljs-number">12</span>,</pre>
1571
- </td>
1572
- </tr>
1573
- <tr id="L16">
1574
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1575
- <pre>16</pre>
1576
- </td>
1577
- <td class="px-3 w-full">
1578
- <pre> <span class="hljs-attr">&quot;num_hidden_layers&quot;</span>: <span class="hljs-number">12</span>,</pre>
1579
- </td>
1580
- </tr>
1581
- <tr id="L17">
1582
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1583
- <pre>17</pre>
1584
- </td>
1585
- <td class="px-3 w-full">
1586
- <pre> <span class="hljs-attr">&quot;pad_token_id&quot;</span>: <span class="hljs-number">0</span>,</pre>
1587
- </td>
1588
- </tr>
1589
- <tr id="L18">
1590
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1591
- <pre>18</pre>
1592
- </td>
1593
- <td class="px-3 w-full">
1594
- <pre> <span class="hljs-attr">&quot;pooler_fc_size&quot;</span>: <span class="hljs-number">768</span>,</pre>
1595
- </td>
1596
- </tr>
1597
- <tr id="L19">
1598
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1599
- <pre>19</pre>
1600
- </td>
1601
- <td class="px-3 w-full">
1602
- <pre> <span class="hljs-attr">&quot;pooler_num_attention_heads&quot;</span>: <span class="hljs-number">12</span>,</pre>
1603
- </td>
1604
- </tr>
1605
- <tr id="L20">
1606
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1607
- <pre>20</pre>
1608
- </td>
1609
- <td class="px-3 w-full">
1610
- <pre> <span class="hljs-attr">&quot;pooler_num_fc_layers&quot;</span>: <span class="hljs-number">3</span>,</pre>
1611
- </td>
1612
- </tr>
1613
- <tr id="L21">
1614
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1615
- <pre>21</pre>
1616
- </td>
1617
- <td class="px-3 w-full">
1618
- <pre> <span class="hljs-attr">&quot;pooler_size_per_head&quot;</span>: <span class="hljs-number">128</span>,</pre>
1619
- </td>
1620
- </tr>
1621
- <tr id="L22">
1622
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1623
- <pre>22</pre>
1624
- </td>
1625
- <td class="px-3 w-full">
1626
- <pre> <span class="hljs-attr">&quot;pooler_type&quot;</span>: <span class="hljs-string">&quot;first_token_transform&quot;</span>,</pre>
1627
- </td>
1628
- </tr>
1629
- <tr id="L23">
1630
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1631
- <pre>23</pre>
1632
- </td>
1633
- <td class="px-3 w-full">
1634
- <pre> <span class="hljs-attr">&quot;type_vocab_size&quot;</span>: <span class="hljs-number">2</span>,</pre>
1635
- </td>
1636
- </tr>
1637
- <tr id="L24">
1638
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1639
- <pre>24</pre>
1640
- </td>
1641
- <td class="px-3 w-full">
1642
- <pre> <span class="hljs-attr">&quot;vocab_size&quot;</span>: <span class="hljs-number">119547</span></pre>
1643
- </td>
1644
- </tr>
1645
- <tr id="L25">
1646
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1647
- <pre>25</pre>
1648
- </td>
1649
- <td class="px-3 w-full">
1650
- <pre>}</pre>
1651
- </td>
1652
- </tr>
1653
- <tr id="L26">
1654
- <td class="text-right select-none pl-5 pr-3 cursor-pointer text-gray-300 hover:text-black">
1655
- <pre>26</pre>
1656
- </td>
1657
- <td class="px-3 w-full">
1658
- <pre></pre>
1659
- </td>
1660
- </tr>
1661
- </table>
1662
- </div>
1663
- <div
1664
- class="v2-line-select-menu v2-to-clipboard hidden absolute top-1.5 -left-4"
1665
- title="Copy permalink to line"
1666
- >
1667
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1668
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1669
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1670
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1671
- alt=""
1672
- class="w-4 h-4"
1673
- xmlns="http://www.w3.org/2000/svg"
1674
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1675
- aria-hidden="true"
1676
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1677
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1678
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1679
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1680
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1681
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1682
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1683
- d="M29.25 6.76a6 6 0 0 0-8.5 0l1.42 1.42a4 4 0 1 1 5.67 5.67l-8 8a4 4 0 1 1-5.67-5.66l1.41-1.42l-1.41-1.42l-1.42 1.42a6 6 0 0 0 0 8.5A6 6 0 0 0 17 25a6 6 0 0 0 4.27-1.76l8-8a6 6 0 0 0-.02-8.48z"
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1687
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1689
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1690
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1692
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1694
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1695
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1696
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1697
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1698
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1699
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1700
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1701
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1702
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1703
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1
+ {
2
+ "architectures": [
3
+ "BertForMaskedLM"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "directionality": "bidi",
7
+ "hidden_act": "gelu",
8
+ "hidden_dropout_prob": 0.1,
9
+ "hidden_size": 768,
10
+ "initializer_range": 0.02,
11
+ "intermediate_size": 3072,
12
+ "layer_norm_eps": 1e-12,
13
+ "max_position_embeddings": 512,
14
+ "model_type": "bert",
15
+ "num_attention_heads": 12,
16
+ "num_hidden_layers": 12,
17
+ "pad_token_id": 0,
18
+ "pooler_fc_size": 768,
19
+ "pooler_num_attention_heads": 12,
20
+ "pooler_num_fc_layers": 3,
21
+ "pooler_size_per_head": 128,
22
+ "pooler_type": "first_token_transform",
23
+ "type_vocab_size": 2,
24
+ "vocab_size": 119547
25
+ }