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tag-white" href="/models?library=pytorch"><svg class="text-black inline-block ml-2 text-sm" 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"><defs><clipPath id="a"><rect x="3.05" y="0.5" width="25.73" height="31" fill="none"></rect></clipPath></defs><g clip-path="url(#a)"><path d="M24.94,9.51a12.81,12.81,0,0,1,0,18.16,12.68,12.68,0,0,1-18,0,12.81,12.81,0,0,1,0-18.16l9-9V5l-.84.83-6,6a9.58,9.58,0,1,0,13.55,0ZM20.44,9a1.68,1.68,0,1,1,1.67-1.67A1.68,1.68,0,0,1,20.44,9Z" fill="#ee4c2c"></path></g></svg> |
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<span>PyTorch</span> |
|
</a><a class="tag |
|
tag-white" href="/models?library=tf"><svg class="text-black inline-block ml-2 text-sm" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="0.94em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 274"><path d="M145.726 42.065v42.07l72.861 42.07v-42.07l-72.86-42.07zM0 84.135v42.07l36.43 21.03V105.17L0 84.135zm109.291 21.035l-36.43 21.034v126.2l36.43 21.035v-84.135l36.435 21.035v-42.07l-36.435-21.034V105.17z" fill="#E55B2D"></path><path d="M145.726 42.065L36.43 105.17v42.065l72.861-42.065v42.065l36.435-21.03v-84.14zM255.022 63.1l-36.435 21.035v42.07l36.435-21.035V63.1zm-72.865 84.135l-36.43 21.035v42.07l36.43-21.036v-42.07zm-36.43 63.104l-36.436-21.035v84.135l36.435-21.035V210.34z" fill="#ED8E24"></path><path d="M145.726 0L0 84.135l36.43 21.035l109.296-63.105l72.861 42.07L255.022 63.1L145.726 0zm0 126.204l-36.435 21.03l36.435 21.036l36.43-21.035l-36.43-21.03z" fill="#F8BF3C"></path></svg> |
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<span>TensorFlow</span> |
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</a><a class="tag |
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tag-white" href="/models?library=jax"><svg class="text-black inline-block ml-2 text-sm" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" width="1.73em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 451 260.81"><style>.J { |
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stroke: #dce0df; |
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} |
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.K { |
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stroke-linejoin: round; |
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} |
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</style><g fill="#5e97f6" class="J K"><path d="M50.5 130.4l-25 43.31h50l25-43.31h-50z"></path><path d="M.5 217.01l25-43.3h50l-25 43.3H.5z"></path><path d="M125.5 173.71h-50l-25 43.3h50l25-43.3z"></path><path d="M175.5 173.71h-50l-25 43.3h50l25-43.3z"></path><path d="M150.5 130.4l-25 43.31h50l25-43.31h-50z"></path><path d="M175.5 87.1l-25 43.3h50l25-43.3h-50z"></path><path d="M200.5 43.8l-25 43.3h50l25-43.3h-50z"></path><path d="M225.5.5l-25 43.3h50l25-43.3h-50z"></path></g><g fill="#2a56c6" class="J K"><path d="M.5 217.01l25 43.3h50l-25-43.3H.5z"></path><path d="M125.5 260.31h-50l-25-43.3h50l25 43.3z"></path><path d="M175.5 260.31h-50l-25-43.3h50l25 43.3z"></path></g><g fill="#00796b" class="J K"><path d="M200.5 217.01l-25-43.3-25 43.3 25 43.3 25-43.3zm50-86.61l-25-43.3-25 43.3h50z"></path><path d="M250.5 43.8l-25 43.3 25 43.3 25-43.3-25-43.3z"></path></g><path d="M125.5 173.71l-25-43.31-25 43.31h50z" fill="#3367d6" class="J K"></path><g fill="#26a69a" class="J K"><path d="M250.5 130.4h-50l-25 43.31h50l25-43.31z"></path><path d="M300.5 130.4h-50l-25 43.31h50l25-43.31z"></path></g><g fill="#9c27b0" class="J K"><path d="M350.5 43.8L325.5.5l-25 43.3 25 43.3 25-43.3z"></path><path d="M375.5 87.1l-25-43.3-25 43.3 25 43.3 25-43.3z"></path><path d="M400.5 130.4l-25-43.3-25 43.3 25 43.31 25-43.31z"></path><path d="M425.5 173.71l-25-43.31-25 43.31 25 43.3 25-43.3z"></path><path d="M450.5 217.01l-25-43.3-25 43.3 25 43.3 25-43.3zM425.5.5l-25 43.3 25 43.3 25-43.3-25-43.3z"></path><path d="M375.5 87.1l25-43.3 25 43.3-25 43.3-25-43.3zm-25 43.3l-25 43.31 25 43.3 25-43.3-25-43.31z"></path><path d="M325.5 260.31l-25-43.3 25-43.3 25 43.3-25 43.3z"></path></g><path d="M275.5 260.31l-25-43.3h50l25 43.3h-50z" fill="#6a1b9a" class="J K"></path><g fill="#00695c" class="J K"><path d="M225.5 173.71h-50l25 43.3h50l-25-43.3z"></path><path d="M275.5 173.71h-50l25 43.3 25-43.3zm0-86.61l25 43.3h50l-25-43.3h-50z"></path><path d="M300.5 43.8h-50l25 43.3h50l-25-43.3zm125 216.51l-25-43.3h-50l25 43.3h50z"></path><path d="M375.5 173.71l-25 43.3h50l-25-43.3z"></path></g><g fill="#ea80fc" class="J K"><path d="M325.5.5h-50l-25 43.3h50l25-43.3zm0 173.21h-50l-25 43.3h50l25-43.3z"></path><path d="M350.5 130.4h-50l-25 43.31h50l25-43.31zM425.5.5h-50l-25 43.3h50l25-43.3z"></path><path d="M375.5 87.1l-25-43.3h50l-25 43.3z"></path></g></svg> |
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<span>JAX</span> |
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</a><a class="tag |
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tag-white" href="/models?library=transformers"><svg class="text-black inline-block ml-2 text-sm" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img" preserveAspectRatio="xMidYMid meet" width="1em" height="1em" viewBox="0 0 90 90"><defs><mask id="a" x="31.46" y="42.5" width="26" height="25" maskUnits="userSpaceOnUse"><path d="M44.46,57.29c9.83,0,13-8.76,13-13.26,0-2.34-1.57-1.61-4.09-.36-2.33,1.15-5.46,2.74-8.91,2.74-7.18,0-13-6.88-13-2.38S34.63,57.29,44.46,57.29Z" fill="#fff"></path></mask></defs><path d="M44.71,77.5A34.75,34.75,0,1,0,10,42.75,34.75,34.75,0,0,0,44.71,77.5Z" fill="#ffd21e"></path><path d="M79.46,42.75A34.75,34.75,0,1,0,44.71,77.5,34.75,34.75,0,0,0,79.46,42.75ZM6,42.75A38.75,38.75,0,1,1,44.71,81.5,38.75,38.75,0,0,1,6,42.75Z" fill="#ff9d0b"></path><path d="M56,33.29c1.28.45,1.78,3.07,3.07,2.39a5,5,0,1,0-6.76-2.07C52.92,34.76,54.86,32.89,56,33.29Z" fill="#3a3b45"></path><path d="M32.45,33.29c-1.28.45-1.79,3.07-3.07,2.39a5,5,0,1,1,6.76-2.07C35.53,34.76,33.58,32.89,32.45,33.29Z" fill="#3a3b45"></path><path d="M44.46,57.29c9.83,0,13-8.76,13-13.26,0-2.34-1.57-1.61-4.09-.36-2.33,1.15-5.46,2.74-8.91,2.74-7.18,0-13-6.88-13-2.38S34.63,57.29,44.46,57.29Z" fill="#3a3b45"></path><g mask="url(#a)"><path d="M44.71,67.5a8.68,8.68,0,0,0,3-16.81l-.36-.13c-.84-.26-1.73,2.6-2.65,2.6S43,50.28,42.23,50.51a8.68,8.68,0,0,0,2.48,17Z" fill="#f94040"></path></g><path d="M68.21,38A3.25,3.25,0,1,0,65,34.75,3.25,3.25,0,0,0,68.21,38Z" fill="#ff9d0b"></path><path d="M21.71,38a3.25,3.25,0,1,0-3.25-3.25A3.25,3.25,0,0,0,21.71,38Z" fill="#ff9d0b"></path><path d="M15,49A5.22,5.22,0,0,0,11,50.87a5.92,5.92,0,0,0-1.33,3.75,7.28,7.28,0,0,0-1.94-.3A5.3,5.3,0,0,0,3.74,56a5.8,5.8,0,0,0-1.59,4.79A5.58,5.58,0,0,0,2.94,63a5.42,5.42,0,0,0-1.79,2.82,5.88,5.88,0,0,0,.79,4.74c-.08.12-.15.26-.22.39a5.2,5.2,0,0,0-.14,4.63c1,2.32,3.57,4.14,8.52,6.11,3.07,1.21,5.89,2,5.91,2a44.12,44.12,0,0,0,10.93,1.59c5.86,0,10.05-1.79,12.46-5.33C43.28,74.25,42.73,69,37.71,64a27.53,27.53,0,0,1-5-7.77c-.77-2.66-2.83-5.62-6.24-5.62h0a5.07,5.07,0,0,0-.86.07,5.68,5.68,0,0,0-3.73,2.38A13.22,13.22,0,0,0,19,50.28,7.41,7.41,0,0,0,15,49Zm0,4a3.6,3.6,0,0,1,1.82.65C19,55,23.09,62.08,24.6,64.83a2.43,2.43,0,0,0,2.14,1.31c1.55,0,2.75-1.53.15-3.48-3.92-2.93-2.55-7.72-.68-8a1,1,0,0,1,.24,0c1.7,0,2.45,2.93,2.45,2.93a31.55,31.55,0,0,0,6,9.29c3.77,3.77,4,6.8,1.22,10.84-1.88,2.75-5.47,3.58-9.16,3.58A41.51,41.51,0,0,1,17,79.81c-.11,0-13.45-3.8-11.76-7a1.39,1.39,0,0,1,1.34-.76c2.38,0,6.71,3.54,8.57,3.54A.77.77,0,0,0,16,75c.79-2.84-12.06-4-11-8.16a1.31,1.31,0,0,1,1.44-1c3.14,0,10.2,5.53,11.68,5.53a.28.28,0,0,0,.24-.11c.74-1.19.33-2-4.89-5.19S4.6,61,6.68,58.7a1.3,1.3,0,0,1,1-.38c3.17,0,10.66,6.82,10.66,6.82s2,2.1,3.25,2.1a.74.74,0,0,0,.68-.38c.86-1.46-8.06-8.22-8.56-11C13.37,54,14,53,15,53Z" fill="#ff9d0b"></path><path d="M36.1,77.69c2.75-4,2.55-7.07-1.22-10.84a31.55,31.55,0,0,1-6-9.29s-.82-3.21-2.69-2.91-3.24,5.08.68,8-.78,4.92-2.29,2.17S19,55,16.84,53.65s-3.63-.59-3.13,2.2,9.43,9.55,8.56,11-3.93-1.72-3.93-1.72S8.77,56.43,6.68,58.7,8.27,62.87,13.49,66s5.63,4,4.89,5.19S6.1,62.7,5,66.82,16.79,72.14,16,75,6.94,69.6,5.26,72.8s11.65,7,11.76,7C21.33,80.93,32.27,83.3,36.1,77.69Z" fill="#ffd21e"></path><path d="M74.9,49A5.21,5.21,0,0,1,79,50.87a5.92,5.92,0,0,1,1.33,3.75,7.35,7.35,0,0,1,2-.3A5.3,5.3,0,0,1,86.19,56a5.83,5.83,0,0,1,1.59,4.79A5.75,5.75,0,0,1,87,63a5.3,5.3,0,0,1,1.79,2.82A5.88,5.88,0,0,1,88,70.55c.08.12.16.26.23.39a5.26,5.26,0,0,1,.14,4.63c-1,2.32-3.58,4.14-8.52,6.11-3.08,1.21-5.89,2-5.92,2A44.12,44.12,0,0,1,63,85.27c-5.86,0-10-1.79-12.46-5.33C46.64,74.25,47.19,69,52.22,64a27.19,27.19,0,0,0,5-7.77c.78-2.66,2.83-5.62,6.24-5.62h0a4.91,4.91,0,0,1,.86.07,5.7,5.7,0,0,1,3.74,2.38,12.79,12.79,0,0,1,2.87-2.8A7.35,7.35,0,0,1,74.9,49Zm0,4a3.63,3.63,0,0,0-1.82.65C71,55,66.83,62.08,65.32,64.83a2.42,2.42,0,0,1-2.14,1.31c-1.54,0-2.75-1.53-.14-3.48,3.91-2.93,2.54-7.72.67-8a1,1,0,0,0-.24,0c-1.7,0-2.45,2.93-2.45,2.93a31.65,31.65,0,0,1-6,9.29c-3.78,3.77-4,6.8-1.22,10.84,1.87,2.75,5.47,3.58,9.15,3.58a41.61,41.61,0,0,0,9.93-1.46c.1,0,13.45-3.8,11.76-7a1.4,1.4,0,0,0-1.34-.76c-2.38,0-6.71,3.54-8.57,3.54a.76.76,0,0,1-.83-.61c-.8-2.84,12-4,11-8.16a1.31,1.31,0,0,0-1.44-1c-3.14,0-10.2,5.53-11.68,5.53a.25.25,0,0,1-.23-.11c-.74-1.19-.34-2,4.88-5.19S85.32,61,83.24,58.7a1.29,1.29,0,0,0-1-.38c-3.18,0-10.67,6.82-10.67,6.82s-2,2.1-3.24,2.1a.74.74,0,0,1-.68-.38c-.87-1.46,8-8.22,8.55-11C76.55,54,76,53,74.9,53Z" fill="#ff9d0b"></path><path d="M53.83,77.69c-2.75-4-2.56-7.07,1.22-10.84a31.65,31.65,0,0,0,6-9.29s.82-3.21,2.69-2.91,3.24,5.08-.67,8,.78,4.92,2.28,2.17S71,55,73.08,53.65s3.64-.59,3.13,2.2-9.42,9.55-8.55,11,3.92-1.72,3.92-1.72,9.58-8.71,11.66-6.44-1.58,4.17-6.8,7.33-5.63,4-4.89,5.19,12.27-8.52,13.35-4.4-11.76,5.32-11,8.16,9-5.38,10.74-2.18-11.65,7-11.76,7C68.6,80.93,57.65,83.3,53.83,77.69Z" fill="#ffd21e"></path></svg> |
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<span>Transformers</span> |
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</a><div class="relative mr-1 mb-1 md:mr-1.5 md:mb-1.5"> |
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<button class=" |
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" type="button"> |
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<a class="tag mr-0 mb-0 md:mr-0 md:mb-0 |
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tag-indigo" href="/models?dataset=dataset:bookcorpus"><svg class="flex-none ml-2 -mr-1 opacity-40" 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 25 25"><ellipse cx="12.5" cy="5" fill="currentColor" fill-opacity="0.25" rx="7.5" ry="2"></ellipse><path d="M12.5 15C16.6421 15 20 14.1046 20 13V20C20 21.1046 16.6421 22 12.5 22C8.35786 22 5 21.1046 5 20V13C5 14.1046 8.35786 15 12.5 15Z" fill="currentColor" opacity="0.5"></path><path d="M12.5 7C16.6421 7 20 6.10457 20 5V11.5C20 12.6046 16.6421 13.5 12.5 13.5C8.35786 13.5 5 12.6046 5 11.5V5C5 6.10457 8.35786 7 12.5 7Z" fill="currentColor" opacity="0.5"></path><path d="M5.23628 12C5.08204 12.1598 5 12.8273 5 13C5 14.1046 8.35786 15 12.5 15C16.6421 15 20 14.1046 20 13C20 12.8273 19.918 12.1598 19.7637 12C18.9311 12.8626 15.9947 13.5 12.5 13.5C9.0053 13.5 6.06886 12.8626 5.23628 12Z" fill="currentColor"></path></svg> |
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<span>bookcorpus</span> |
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</a> |
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</button> |
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</div><div class="relative mr-1 mb-1 md:mr-1.5 md:mb-1.5"> |
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<button class=" |
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" type="button"> |
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<a class="tag mr-0 mb-0 md:mr-0 md:mb-0 |
|
tag-indigo" href="/models?dataset=dataset:wikipedia"><svg class="flex-none ml-2 -mr-1 opacity-40" 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 25 25"><ellipse cx="12.5" cy="5" fill="currentColor" fill-opacity="0.25" rx="7.5" ry="2"></ellipse><path d="M12.5 15C16.6421 15 20 14.1046 20 13V20C20 21.1046 16.6421 22 12.5 22C8.35786 22 5 21.1046 5 20V13C5 14.1046 8.35786 15 12.5 15Z" fill="currentColor" opacity="0.5"></path><path d="M12.5 7C16.6421 7 20 6.10457 20 5V11.5C20 12.6046 16.6421 13.5 12.5 13.5C8.35786 13.5 5 12.6046 5 11.5V5C5 6.10457 8.35786 7 12.5 7Z" fill="currentColor" opacity="0.5"></path><path d="M5.23628 12C5.08204 12.1598 5 12.8273 5 13C5 14.1046 8.35786 15 12.5 15C16.6421 15 20 14.1046 20 13C20 12.8273 19.918 12.1598 19.7637 12C18.9311 12.8626 15.9947 13.5 12.5 13.5C9.0053 13.5 6.06886 12.8626 5.23628 12Z" fill="currentColor"></path></svg> |
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<span>wikipedia</span> |
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</a> |
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</button> |
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</div><a class="tag |
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tag-green" href="/models?language=en"> |
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<span>en</span> |
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</a><a class="tag |
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tag-purple" href="/models?arxiv=arxiv:1907.11692"> |
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<span>arxiv:1907.11692</span> |
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</a><a class="tag |
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tag-purple" href="/models?arxiv=arxiv:1806.02847"> |
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<span>arxiv:1806.02847</span> |
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</a><a class="tag |
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tag-blue" href="/models?license=license:mit"> |
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<span>mit</span> |
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</a><a class="tag |
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tag-purple" href="/models?other=roberta"> |
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<span>roberta</span> |
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</a><a class="tag |
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tag-purple" href="/models?other=exbert"> |
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<span>exbert</span> |
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</a><a class="tag |
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tag-purple" href="/models?other=autotrain_compatible"><svg class="ml-2" width="1em" height="1em" viewBox="0 0 26 26" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M22.0601 7.68747L13.263 12.7755L4.46582 7.68747C4.64641 7.37481 4.90399 7.11356 5.21406 6.92855L12.194 2.89875C12.8568 2.52463 13.6691 2.52463 14.3319 2.89875L21.3118 6.92855C21.6219 7.11346 21.8794 7.37535 22.0601 7.68747Z" fill="#FF5961"></path><path d="M13.2615 12.7762V22.9309C12.9245 22.9304 12.592 22.8537 12.2888 22.7065L5.2447 18.6339C4.92023 18.4462 4.65075 18.1766 4.46317 17.8521C4.27559 17.5276 4.17649 17.1595 4.17578 16.7847V8.76783C4.17755 8.38913 4.27695 8.01729 4.46439 7.68823L13.2615 12.7762Z" fill="#FF794F"></path><path d="M22.3474 8.76783V16.7847C22.3467 17.1595 22.2476 17.5276 22.0601 17.8521C21.8725 18.1766 21.603 18.4462 21.2785 18.6339L14.2023 22.7171C13.9084 22.856 13.5867 22.9287 13.2617 22.9309V12.7762L22.0589 7.68823C22.246 8.01744 22.3454 8.38943 22.3474 8.76783Z" fill="#FF3D5F"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M14.3323 4.33566C13.6794 3.95158 12.8679 3.95841 12.2216 4.35343L6.54587 7.82189L12.6681 11.2657C13.0284 11.4683 13.4693 11.4641 13.8257 11.2545L19.96 7.64609C19.9553 7.64331 19.9505 7.64055 19.946 7.63781L14.3323 4.33566ZM5.05231 9.88564C5.05231 9.71051 5.07463 9.53848 5.11731 9.37305L11.6619 13.0544C11.8464 13.1582 12.0385 13.2423 12.2354 13.3069V21.2942C12.2306 21.2917 12.2259 21.2892 12.2212 21.2865L6.10793 17.8902C5.45639 17.5283 5.05231 16.8415 5.05231 16.0962V9.88564ZM14.2877 21.2443L19.946 17.9158C20.5728 17.5471 20.9577 16.8741 20.9577 16.1469V9.44019L14.8662 13.0234C14.6806 13.1326 14.4868 13.2216 14.2877 13.2905V21.2443ZM11.1514 2.60222C12.4441 1.8122 14.067 1.79855 15.3729 2.56671L20.9865 5.86885C22.2402 6.60632 23.01 7.95223 23.01 9.40676V16.1469C23.01 17.6014 22.2402 18.9474 20.9865 19.6849L15.299 23.0305C14.0456 23.7676 12.4957 23.7868 11.2245 23.0806L5.11124 19.6844C3.80817 18.9603 3 17.5869 3 16.0962V9.88564C3 8.45572 3.74415 7.12887 4.96426 6.38324L11.1514 2.60222Z" fill="black"></path></svg> |
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<span>AutoTrain Compatible</span> |
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</a><a class="tag |
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tag-purple" href="/models?other=infinity_compatible"><svg class="ml-2" width="1em" height="1em" viewBox="0 0 349 155" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" focusable="false" role="img"><path fill-rule="evenodd" clip-rule="evenodd" d="M77.4254 42.0939C58.0156 42.0939 42.2809 57.799 42.2809 77.1722C42.2809 96.5454 58.0156 112.25 77.4254 112.25V154.344C34.7239 154.344 0.107422 119.793 0.107422 77.1722C0.107422 34.5512 34.7239 0 77.4254 0C116.684 0 144.788 19.3459 167.187 40.3015L137.675 70.504C118.96 53.1048 101.389 42.0939 77.4254 42.0939ZM181.033 114.057C203.574 135.043 231.897 154.344 271.531 154.344V112.25C247.156 112.25 229.306 101.201 210.542 83.8571L181.033 114.057Z" fill="currentColor" opacity="0.5"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M271.141 42.0939C290.551 42.0939 306.286 57.799 306.286 77.1722C306.286 96.5454 290.551 112.25 271.141 112.25V112.304C270.876 112.294 270.609 112.289 270.34 112.289C258.72 112.289 249.3 121.709 249.3 133.329C249.3 144.949 258.72 154.369 270.34 154.369C270.685 154.369 271.027 154.36 271.368 154.344C313.965 154.222 348.459 119.718 348.459 77.1722C348.459 34.5512 313.843 0 271.141 0C219.197 0 186.78 33.8682 161.269 60.5213C160.594 61.227 159.923 61.9276 159.257 62.6224C131.402 91.6825 110.291 112.25 77.0352 112.25V112.289C77.0352 112.289 77.0352 112.289 77.0351 112.289C65.4151 112.289 55.9951 121.709 55.9951 133.329C55.9951 144.949 65.4151 154.369 77.0351 154.369C77.4121 154.369 77.7867 154.359 78.1587 154.339C130.221 153.858 162.646 120.001 188.168 93.3526L188.213 93.306L188.262 93.255C188.754 92.7412 189.243 92.2301 189.73 91.722C217.708 62.5338 238.492 42.0939 271.141 42.0939Z" fill="currentColor"></path></svg> |
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<span>Infinity Compatible</span> |
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</a></div></div> |
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<div class="border-b border-gray-100"><div class="flex flex-col-reverse lg:flex-row lg:items-center lg:justify-between"><div class="flex items-center h-12 -mb-px overflow-x-auto overflow-y-hidden"><a class="tab-alternate " href="/roberta-large"><svg class="mr-1.5 text-gray-400" 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 24 24"><path class="uim-quaternary" 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" opacity=".25" fill="currentColor"></path><path class="uim-tertiary" 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" opacity=".5" fill="currentColor"></path><path class="uim-primary" 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" fill="currentColor"></path></svg> |
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Model card |
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<a class="tab-alternate active" href="/roberta-large/tree/main"><svg class="mr-1.5 text-gray-400" 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 24 24"><path class="uim-tertiary" 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" opacity=".5" fill="currentColor"></path><path class="uim-primary" 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" fill="currentColor"></path></svg> |
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<span class="xl:hidden">Files</span> |
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<span class="hidden xl:inline">Files and versions</span></a> |
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<div class="SVELTE_HYDRATER contents" data-props="{"model":{"cardData":{"language":"en","tags":["exbert"],"license":"mit","datasets":["bookcorpus","wikipedia"]},"cardExists":true,"config":{"architectures":["RobertaForMaskedLM"],"model_type":"roberta"},"id":"roberta-large","lastModified":"2021-05-21T08:57:02.000Z","pipeline_tag":"fill-mask","library_name":"transformers","mask_token":"<mask>","model-index":null,"private":false,"gated":false,"pwcLink":{"error":"Unknown error, can't generate link to Papers With Code."},"tags":["pytorch","tf","jax","roberta","fill-mask","en","dataset:bookcorpus","dataset:wikipedia","arxiv:1907.11692","arxiv:1806.02847","transformers","exbert","license:mit","autotrain_compatible","infinity_compatible"],"tag_objs":[{"id":"fill-mask","label":"Fill-Mask","subType":"nlp","type":"pipeline_tag"},{"id":"pytorch","label":"PyTorch","type":"library"},{"id":"tf","label":"TensorFlow","type":"library"},{"id":"jax","label":"JAX","type":"library"},{"id":"transformers","label":"Transformers","type":"library"},{"id":"dataset:bookcorpus","label":"bookcorpus","type":"dataset"},{"id":"dataset:wikipedia","label":"wikipedia","type":"dataset"},{"id":"en","label":"en","type":"language"},{"id":"arxiv:1907.11692","label":"arxiv:1907.11692","type":"arxiv"},{"id":"arxiv:1806.02847","label":"arxiv:1806.02847","type":"arxiv"},{"id":"license:mit","label":"mit","type":"license"},{"id":"roberta","label":"roberta","type":"other"},{"id":"exbert","label":"exbert","type":"other"},{"id":"autotrain_compatible","label":"AutoTrain Compatible","type":"other"},{"id":"infinity_compatible","label":"Infinity Compatible","type":"other"}],"transformersInfo":{"auto_model":"AutoModelForMaskedLM","pipeline_tag":"fill-mask","processor":"AutoTokenizer"},"widgetData":[{"text":"Paris is the <mask> of France."},{"text":"The goal of life is <mask>."}],"likes":30,"isLikedByUser":false}}" data-target="ModelHeaderActions"> |
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<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="M12.1 2a9.8 9.8 0 0 0-5.4 1.6l6.4 6.4a2.1 2.1 0 0 1 .2 3a2.1 2.1 0 0 1-3-.2L3.7 6.4A9.84 9.84 0 0 0 2 12.1a10.14 10.14 0 0 0 10.1 10.1a10.9 10.9 0 0 0 2.6-.3l6.7 6.7a5 5 0 0 0 7.1-7.1l-6.7-6.7a10.9 10.9 0 0 0 .3-2.6A10 10 0 0 0 12.1 2zm8 10.1a7.61 7.61 0 0 1-.3 2.1l-.3 1.1l.8.8l6.7 6.7a2.88 2.88 0 0 1 .9 2.1A2.72 2.72 0 0 1 27 27a2.9 2.9 0 0 1-4.2 0l-6.7-6.7l-.8-.8l-1.1.3a7.61 7.61 0 0 1-2.1.3a8.27 8.27 0 0 1-5.7-2.3A7.63 7.63 0 0 1 4 12.1a8.33 8.33 0 0 1 .3-2.2l4.4 4.4a4.14 4.14 0 0 0 5.9.2a4.14 4.14 0 0 0-.2-5.9L10 4.2a6.45 6.45 0 0 1 2-.3a8.27 8.27 0 0 1 5.7 2.3a8.49 8.49 0 0 1 2.4 5.9z" fill="currentColor"></path></svg> |
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Train |
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<svg class="-mr-1 text-gray-500" 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 24 24" style="transform: rotate(360deg);"><path d="M7 10l5 5l5-5z" fill="currentColor"></path></svg></button> |
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<svg class="mr-1.5 " xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><rect x="6.34" y="19" width="11.31" height="2" transform="translate(-10.63 14.34) rotate(-45)"></rect><path d="M17,30a1,1,0,0,1-.37-.07,1,1,0,0,1-.62-.79l-1-7,2-.28.75,5.27L21,24.52V17a1,1,0,0,1,.29-.71l4.07-4.07A8.94,8.94,0,0,0,28,5.86V4H26.14a8.94,8.94,0,0,0-6.36,2.64l-4.07,4.07A1,1,0,0,1,15,11H7.48L4.87,14.26l5.27.75-.28,2-7-1a1,1,0,0,1-.79-.62,1,1,0,0,1,.15-1l4-5A1,1,0,0,1,7,9h7.59l3.77-3.78A10.92,10.92,0,0,1,26.14,2H28a2,2,0,0,1,2,2V5.86a10.92,10.92,0,0,1-3.22,7.78L23,17.41V25a1,1,0,0,1-.38.78l-5,4A1,1,0,0,1,17,30Z"></path></svg> |
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Deploy |
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<svg class="-mr-1 text-gray-500" 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 24 24" style="transform: rotate(360deg);"><path d="M7 10l5 5l5-5z" fill="currentColor"></path></svg></button> |
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<div class=" "><button class="cursor-pointer w-full |
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btn |
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text-sm" type="button" ><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" style="transform: rotate(360deg);"><path d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z" fill="currentColor"></path><path d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z" fill="currentColor"></path><path d="M12.419 25.484L17.639 6l1.932.518L14.35 26z" fill="currentColor"></path></svg> |
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Use in Transformers</button> |
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</div></div></div></header> |
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<div class="container relative flex flex-col md:grid md:space-y-0 w-full |
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space-y-4 |
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"><section class="pt-8 border-gray-100 col-span-full"><header class="pb-2 flex items-center justify-between flex-wrap"><div class="flex flex-wrap items-center"><div class="SVELTE_HYDRATER contents" data-props="{"path":"vocab.json","repoName":"roberta-large","repoType":"model","rev":"main","refs":{"branches":["main"],"tags":[]},"view":"blob"}" data-target="BranchSelector"><div class="relative mr-4 mb-2"> |
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main |
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<span class="text-gray-300 mx-1 font-light">/</span> |
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<span class="font-light dark:text-gray-300">vocab.json</span></div></div> |
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<div class="flex flex-row items-center mb-2"> |
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<div class="mr-5 truncate flex items-center flex-none"><a class="hover:underline" href="/system">system |
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</a> |
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<div class="mt-0.5 ml-1.5 bg-yellow-50 dark:bg-yellow-800 px-1 uppercase text-xs font-semibold text-yellow-500 dark:text-yellow-400 border border-yellow-200 rounded" title="member of the Hugging Face team">HF staff |
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</div> |
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<a class="mr-4 font-mono text-sm text-gray-500 truncate hover:underline" href="/roberta-large/commit/55e4b55db354c1e547f09ad88e85eafb2386fc8c">Update vocab.json</a> |
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<a class="text-sm border dark:border-gray-800 px-1.5 rounded bg-gray-50 dark:bg-gray-900 hover:underline" href="/roberta-large/commit/55e4b55db354c1e547f09ad88e85eafb2386fc8c">55e4b55</a> |
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<time class="ml-auto hidden lg:block text-gray-500 dark:text-gray-400 truncate flex-none pl-2" datetime="2019-08-26T14:15:16" title="Mon, 26 Aug 2019 14:15:16 GMT">over 2 years ago</time></div> |
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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"><div class="flex flex-wrap items-center"><a class="flex items-center hover:underline my-1 mr-4" href="/roberta-large/raw/main/vocab.json"><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" style="transform: rotate(360deg);"><path d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z" fill="currentColor"></path><path d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z" fill="currentColor"></path><path d="M12.419 25.484L17.639 6l1.932.518L14.35 26z" fill="currentColor"></path></svg> |
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raw |
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</a><a class="flex items-center hover:underline my-1 mr-4" href="/roberta-large/commits/main/vocab.json"><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" style="transform: rotate(360deg);"><path 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> |
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history |
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