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
🚀 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
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
🚀 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
Intro Real-Time Bidding (RTB) is a common scenario in digital advertising. While a user surfs through the web, different opportunities to present an ad arise. These opportunities are auctioned off among advertisers. Bidding an optimal price is key to improving campaign performances and increasing profits. This post presents a walkthrough of the RTB process and … Continued
🚀 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
Intro If you are reading this post, surely you have already heard about some of the main differences between AI and traditional software development when conducting project management. Beyond being a newer industry and not having the same level of maturity as the former, what differentiates AI as discipline could be pictured with only one … Continued
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
🚀 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
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