Hugging Face Endpoints on Azure

Hugging Face Endpoints on Azure

Last week at the Build conference, Microsoft presented a bunch of new ideas, improvements and platforms that it is gonna take us a couple of months to digest all of that. One of the most exciting news (at least for a bunch at Rubik’s Code) was that Azure will...
Text Summarization with Huggingface Transformers and Python

Text Summarization with Huggingface Transformers and Python

Subscribe and receive free guide -Ultimate Data Visualization Guide with Python* indicates required Email Address * We live in a time where we are always in a hurry –  we are experiencing a lack of time because of our daily activities and we are overwhelmed with...
Machine Learning with ML.NET – NLP with BERT

Machine Learning with ML.NET – NLP with BERT

So far, in our ML.NET journey, we were focused on computer vision problems like Image Classification and Object Detection. In this article, we change a direction a bit and explore NLP (Natural Language Processing) and the set of problems we can solve with machine...
Transformer Series

Transformer Series

In this series of articles we are exploring a special type of sequence-to-sequence models – Transformers. They are big architectures with a lot ot parts and they are used used for language modeling, machine translation, image captioning and text generation....
Transformer with Python and TensorFlow 2.0 – Training

Transformer with Python and TensorFlow 2.0 – Training

So far in our journey through the interesting architecture of Transformer we covered several topics. First we had a chance how this huge system looks like from the higher level. We saw how this type of sequence-to-sequence model harness the same principles...