{"href":"http://player.captivate.fm/services/oembed?url=http%3A%2F%2Fplayer.captivate.fm%2Fepisode%2F3191765c-5ac0-46a5-b3ce-976d07780577","version":"1.0","provider_name":"Captivate.FM","provider_url":"https://www.captivate.fm","width":600,"height":200,"type":"rich","html":"<iframe style=\"width: 100%; height: 200px;\" title=\"Cl\u00e9ment Delangue \u2014 The Power of the Open Source Community\" frameborder=\"0\" scrolling=\"no\" allow=\"clipboard-write\" seamless src=\"http://player.captivate.fm/episode/3191765c-5ac0-46a5-b3ce-976d07780577\"></iframe>","title":"Cl\u00e9ment Delangue \u2014 The Power of the Open Source Community","description":"Clem explains the virtuous cycles behind the creation and success of Hugging Face, and shares his thoughts on where NLP is heading.\n\n---\n\nCl\u00e9ment Delangue is co-founder and CEO of Hugging Face, the AI community building the future. Hugging Face started as an open source NLP library and has quickly grown into a commercial product used by over 5,000 companies.\n\nConnect with Clem:\n\ud83d\udccd Twitter: https://twitter.com/ClementDelangue\n\ud83d\udccd LinkedIn: https://www.linkedin.com/in/clementdelangue/\n\n---\n\n\ud83c\udf1f Transcript: http://wandb.me/gd-clement-delangue \ud83c\udf1f\n\n\u23f3 Timestamps:\n0:00 Sneak peek and intro\n0:56 What is Hugging Face?\t\n4:15 The success of Hugging Face Transformers\n7:53 Open source and virtuous cycles\n10:37 Working with both TensorFlow and PyTorch\n13:20 The \"Write With Transformer\" project\n14:36 Transfer learning in NLP\n16:43 BERT and DistilBERT\n22:33 GPT\n26:32 The power of the open source community\n29:40 Current applications of NLP\n35:15 The Turing Test and conversational AI\n41:19 Why speech is an upcoming field within NLP\n43:44 The human challenges of machine learning\n\nLinks Discussed:\n\ud83d\udccd Write With Transformer, Hugging Face Transformer's text generation demo: https://transformer.huggingface.co/\n\ud83d\udccd \"Attention Is All You Need\" (Vaswani et al., 2017): https://arxiv.org/abs/1706.03762\n\ud83d\udccd EleutherAI and GPT-Neo: https://github.com/EleutherAI/gpt-neo]\n\ud83d\udccd Rasa, open source conversational AI: https://rasa.com/\n\ud83d\udccd Roblox article on BERT: https://blog.roblox.com/2020/05/scaled-bert-serve-1-billion-daily-requests-cpus/\n\n---\n\nGet our podcast on these platforms:\n\ud83d\udc49 Apple Podcasts: http://wandb.me/apple-podcasts\u200b\u200b\n\ud83d\udc49 Spotify: http://wandb.me/spotify\u200b\n\ud83d\udc49 Google Podcasts: http://wandb.me/google-podcasts\u200b\u200b\n\ud83d\udc49 YouTube: http://wandb.me/youtube\u200b\u200b\n\ud83d\udc49 Soundcloud: http://wandb.me/soundcloud\u200b\n\nJoin our community of ML practitioners where we host AMAs, share interesting projects and meet other people working in Deep Learning:\nhttp://wandb.me/slack\u200b\u200b\n\nCheck out Fully Connected, which features curated machine learning reports by researchers exploring deep learning techniques, Kagglers showcasing winning models, industry leaders sharing best practices, and more:\nhttps://wandb.ai/fully-connected","thumbnail_width":300,"thumbnail_height":300,"thumbnail_url":"https://artwork.captivate.fm/c4d30d93-8dfb-4f4d-84da-9fd1bf621af1/artworks-xbrtgobhk89urnbb-wxfmpq-t3000x3000.jpg"}