All Posts - The Art of Artificial Intelligence https://blog.artofai.dev/posts/ All Posts | The Art of Artificial Intelligence Hugo -- gohugo.ioenWed, 14 Sep 2022 00:00:00 +0200 Behavioral testing NLP models with CheckList [1] - introduction https://blog.artofai.dev/posts/behavioral-testing/01-intro/ Wed, 14 Sep 2022 00:00:00 +0200 mbednarski https://blog.artofai.dev/posts/behavioral-testing/01-intro/ The article is available on my blog on Medium: https://towardsdatascience.com/metrics-are-not-enough-you-need-behavioral-tests-for-nlp-5e7bb600aa57 ]]> How DALL-E Mini Works https://blog.artofai.dev/posts/models-explained/dall-e/ Mon, 27 Jun 2022 00:00:00 +0200 mbednarski https://blog.artofai.dev/posts/models-explained/dall-e/ The article is available on my blog on Medium: https://towardsdatascience.com/understanding-how-dall-e-mini-works-114048912b3b ]]> Fast Fourier Transform with PyTorch https://blog.artofai.dev/posts/fft/ Tue, 03 Aug 2021 18:57:00 +0200 mbednarski https://blog.artofai.dev/posts/fft/

Recently Google released a model similar to Transformer but with self-attention replaced by Fourier transform. The model is just a bit less accurate but 6x faster on GPU. It is a great chance to introduce yourself to Fourier Transform with PyTorch.

]]> Language Models [03] - Tokenizer https://blog.artofai.dev/posts/language-models/03-tokenizer/ Sat, 27 Mar 2021 21:00:00 +0100 mbednarski https://blog.artofai.dev/posts/language-models/03-tokenizer/ Build the first component: a custom tokenizer]]> Language Models [02] - EDA https://blog.artofai.dev/posts/language-models/02-eda/ Mon, 01 Mar 2021 12:56:09 +0100 mbednarski https://blog.artofai.dev/posts/language-models/02-eda/ Perform exploratory data analysis and create a project template for lanugage model.]]> Language Models [01] - Intro and theory https://blog.artofai.dev/posts/language-models/01-theory/ Sun, 14 Feb 2021 12:56:09 +0100 mbednarski https://blog.artofai.dev/posts/language-models/01-theory/ Language models are the most important concept in NLP. Learn theory and implement one by yourself.]]>