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The Illustrated GPT-2 (Visualizing Transformer Language Models)

Discussions:
Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments)


Translations: Simplified Chinese, French, Korean, Russian, Turkish






This year, we saw a dazzling application of machine learning. The OpenAI GPT-2 exhibited impressive ability of writing coherent and passionate essays that exceed what we anticipated current language models are able to produce. The GPT-2 wasn’t a particularly novel architecture – it’s architecture is very similar to the decoder-only transformer. The GPT2 was, however, a very large, transformer-based language model trained on a massive dataset. In this post, we’ll look at the architecture that enabled the model to produce its results. We will go into the depths of its self-attention layer. And then we’ll look at applications for the decoder-only transformer beyond language modeling.

My goal here is to also supplement my earlier post, The Illustrated Transformer, ....

Mohammad Saleh , Ryan Sepassi , Lukasz Kaiser , Peterj Liu , Neural Network , Hacker News , Simplified Chinese , Illustrated Transformer , Brain Surgery , Looking Inside , Language Modeling , Illustrated Word , Generating Wikipedia , Summarizing Long Sequences , Character Level Language Modeling , Deeper Self Attention , First Law , Byte Pair Encoding , Illustrated Self Attention , Processing One Token , Connected Neural Network , Beyond Language Modeling , Sample Efficient Text Summarization Using , Single Pre Trained Transformer , Music Transformer , Hugging Face ,

Nano Dimension Announces New Patent for Cloud Manufacturing Platform by AI/Deep Learning Group

Nano Dimension Announces New Patent for Cloud Manufacturing Platform by AI/Deep Learning Group
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Nano Dimension Ltd , Neural Network It , Deepcube Group , Dimension Ltd , Additively Manufactured Electronics , Additive Manufacturing , Connected Neural Network , Nano Dimension , Deep Learning , Chief Executive Officer ,

Nano Dimension Announces a New Patent for Its Cloud Manufacturing Platform by its AI/Deep Learning Group (DeepCube)

Waltham, Mass., Feb. 08, 2023 (GLOBE NEWSWIRE) Nano Dimension Ltd. (Nasdaq: NNDM, “Nano Dimension” or the “Company”), a leading supplier of Additively Manufactured Electronics (“AME”) and multi-dimensional polymer, metal & ceramic Additive Manufacturing (“AM”) 3D printers, announced today it has been granted a patent the area of artificial intelligence (AI), and more specifically relating to the neural network that supports… ....

Nano Dimension Ltd , Additive Electronics , Neural Network It , Deepcube Group , Nano Dimension , Connected Neural Network , Deep Learning , Additive Manufacturing , Chief Executive Officer ,