October 12, 2022

By Natalia Cohn

How to quickly implement a text search system using pyvespa

Intro In modern information retrieval systems, machine learning models are leveraged. These models are much heavier and present various challenges to implement, which means that custom solutions are almost impossible to scale and distribute. Existing solutions like Elastic Search lack functionality as they are not designed for deep learning models. This is where Vespa comes … Continued

Marvik Digest #5

🚀 Welcome to the latest Marvik Digest 🚀 Last month we covered some interesting stories involving multimodal transformers, stable diffusion, multilingual language models and more.  ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to send us your suggestions. Stay tuned!   Hugging Face’s new multimodal Transformer model Great news … Continued

Multi-image similarity: an approach for a recurring problem

Motivation Images are everywhere. You may know the expression ‘an image is worth a thousand words’. The amount of information a single look at an image can give us is huge, and we can process it in as little as 13 milliseconds!  As human beings, we think in terms of images and that’s why we … Continued

Marvik Digest #4

🚀 Welcome to the latest Marvik Digest 🚀 Last month we covered some interesting stories involving new advances in Conversational AI, NVIDIA’s latest achievement on neural graphics primitives, the challenges of Real-Time Bidding in digital advertising, and more.  ➡️ Want us to cover a specific topic? Reach out to [email protected] to send us your suggestions. … Continued

Marvik Digest #3

🚀 Welcome to the latest Marvik Digest 🚀 This month we have some interesting stories involving large language models, the challenge of managing AI projects, a deep dive into Marvik and how we approach problems as a team, and more.  ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to … Continued

This is Marvik: Here Is What You Should Know

So, we are a machine learning company and therefore we write a lot about technical stuff. Still, there is much more to say besides that.  In this article, you will get a glimpse of what Marvik is, what we work at, how we approach problems as a team, and the way in which we grow … Continued

Marvik Digest #2

🚀 Welcome to the latest Marvik Digest 🚀 This month we have some interesting stories involving multi-GAN optimization, Microsoft’s new IoT Insider Lab, speech-to-speech translation models, advancements in transformer architectures, and more. ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to send us your suggestions. Stay tuned!   InsetGAN … Continued

NLP Transformer DIET explained

Transformers are a type of neural network architecture that has revolutionized the industry in the past years. Its popularity has been rising because of the models’ ability to outperform state-of-the-art models in neural machine translation and other several tasks. At Marvik, we have used these models in several NLP projects and would like to share … Continued

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