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README.md

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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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   In this demo, we train a model similar to <a target="_blank" href="https://openai.com/blog/dall-e/">OpenAI DALL-E</a> —
   a Transformer "language model" that generates images from text descriptions.
   It is trained on <a target="_blank" href="https://laion.ai/laion-400-open-dataset/">LAION-400M</a>,
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   the <a target="_blank" href="https://github.com/lucidrains/DALLE-pytorch">dalle‑pytorch</a> implementation
   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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   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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   This organization gathers people participating in the collaborative training and provides links to the necessary resources:
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-  <li>👉 Starter kits for **Google Colab** and **Kaggle** (easy way to join the training)</li>
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+  <li>👉 Starter kits for <b>Google Colab</b> and <b>Kaggle</b> (easy way to join the training)</li>
   <li>👉 <a target="_blank" href="https://huggingface.co/spaces/training-transformers-together/Dashboard">Dashboard</a> (the current training state: loss, number of peers, etc.)</li>
   <li>👉 <a target="_blank" href="https://huggingface.co/training-transformers-together/dalle-demo">Model</a> (the latest checkpoint)</li>
   <li>👉 <a target="_blank" href="https://huggingface.co/datasets/laion/laion_100m_vqgan_f8">Dataset</a></li>
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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 🙂
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