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  ---
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  <div class="lg:col-span-3">
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  <p class="mb-2">
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  This organization is a part of the NeurIPS 2021 demonstration <a href="https://training-transformers-together.github.io/">"Training Transformers Together"</a>.
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  </p>
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- <p>
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- In this demo, we train a model similar to <a target="_blank" href="https://openai.com/blog/dall-e/">OpenAI DALL-E</a> โ€”
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  a Transformer "language model" that generates images from text descriptions.
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  It is trained on <a target="_blank" href="https://laion.ai/laion-400-open-dataset/">LAION-400M</a>,
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  the world's largest openly available image-text-pair dataset with 400 million samples. Our model is based on
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  the <a target="_blank" href="https://github.com/lucidrains/DALLE-pytorch">dalleโ€‘pytorch</a> implementation
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  by <a target="_blank" href="https://github.com/lucidrains">Phil Wang</a> with a few tweaks to make it communication-efficient.
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  </p>
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- <p>
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  See details about how to join and how it works on <a target="_blank" href="https://training-transformers-together.github.io/">our website</a>.
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  </p>
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- <p>
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  This organization gathers people participating in the collaborative training and provides links to the necessary resources:
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  </p>
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- <ul>
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  <li>๐Ÿ‘‰ Starter kits for <b>Google Colab</b> and <b>Kaggle</b> (easy way to join the training)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/spaces/training-transformers-together/Dashboard">Dashboard</a> (the current training state: loss, number of peers, etc.)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/training-transformers-together/dalle-demo">Model</a> (the latest checkpoint)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/datasets/laion/laion_100m_vqgan_f8">Dataset</a></li>
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  </ul>
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- <p>
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  Feel free to reach us on <a target="_blank" href="https://discord.gg/uGugx9zYvN">Discord</a> if you have any questions ๐Ÿ™‚
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  </p>
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  </div>
 
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  pinned: false
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  ---
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+ <!-- The classes below are necessary for correct rendering -->
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  <div class="lg:col-span-3">
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  <p class="mb-2">
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  This organization is a part of the NeurIPS 2021 demonstration <a href="https://training-transformers-together.github.io/">"Training Transformers Together"</a>.
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  </p>
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+ <p class="mb-2">
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+ In this demo, we train a model similar to <u><a target="_blank" href="https://openai.com/blog/dall-e/">OpenAI DALL-E</a></u> โ€”
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  a Transformer "language model" that generates images from text descriptions.
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  It is trained on <a target="_blank" href="https://laion.ai/laion-400-open-dataset/">LAION-400M</a>,
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  the world's largest openly available image-text-pair dataset with 400 million samples. Our model is based on
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  the <a target="_blank" href="https://github.com/lucidrains/DALLE-pytorch">dalleโ€‘pytorch</a> implementation
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  by <a target="_blank" href="https://github.com/lucidrains">Phil Wang</a> with a few tweaks to make it communication-efficient.
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  </p>
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+ <p class="mb-2">
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  See details about how to join and how it works on <a target="_blank" href="https://training-transformers-together.github.io/">our website</a>.
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  </p>
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+ <p class="mb-2">
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  This organization gathers people participating in the collaborative training and provides links to the necessary resources:
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  </p>
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+ <ul class="mb-2">
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  <li>๐Ÿ‘‰ Starter kits for <b>Google Colab</b> and <b>Kaggle</b> (easy way to join the training)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/spaces/training-transformers-together/Dashboard">Dashboard</a> (the current training state: loss, number of peers, etc.)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/training-transformers-together/dalle-demo">Model</a> (the latest checkpoint)</li>
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  <li>๐Ÿ‘‰ <a target="_blank" href="https://huggingface.co/datasets/laion/laion_100m_vqgan_f8">Dataset</a></li>
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  </ul>
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+ <p class="mb-2">
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  Feel free to reach us on <a target="_blank" href="https://discord.gg/uGugx9zYvN">Discord</a> if you have any questions ๐Ÿ™‚
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  </p>
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  </div>