Christmas is approaching again 🎅🏻. It’s almost unbelievable that we’re celebrating the 10th annual F# Advent in English! Our journey began back in 2014, and since then, every year has seen us come together during the Advent season to share our F# storie[...]

This concludes the two-part blog entry on turning HuggingFace into a deep learning playground (and we have not even talked about all the LMs they host!). Mostly it will be about Spaces, but we are starting with models. Models We train tons of models as we[...]

I have recently posted a video briefly explaining how we use GNNs (Graph Neural Nets) at Fetch to identify duplicate receipts. I have mentioned HuggingFace in passing there, but in fact I use it quite heavily to make my machine learning life simpler. The [...]

Architecture and urban planning have been a useful source of ideas for thinking about programming. I have written various blog posts and a paper Programming as Architecture, Design, and Urban Planning that argue why and explore some of those ideas. Like u[...]

No training implementation is complete until it allows training on a cluster where each machine has multiple GPUs. Multi-node/Multi-GPU Training with PyTorch Lightning SageMaker does a great job enabling this in Script Mode, and all we have to do is write[...]

Each year the F# Software Foundation holds elections for its Board of Trustees. The role of the Board is to oversee the vision and mission of the F# Software Foundation, to set the goals, and to appoint officers to run the daily operations as appropriat[...]

Figure 1. The Timeless Way of Building - Christopher Alexander Many programmers know the name of the architect Christopher Alexander for his work on design patterns that has been adapted into the world of programming. A lot of people know of the, somet[...]

Roughly 2 months ago, a new long-awaited version of IKVM was announced. The killer feature of the 8.2 release is the support of .NET Core. So, now, IKVM can translate JAR files to .NET Core compatible DLLs. Woohoo! Last week I migrated to the new IKVM two[...]

Figure 1. Virtually eliminates your coding load. FLOW-MATIC promotional brochure (1957) No-code is a hot new topic for programming startups. The idea is to develop a system that allows end-users to do the programming they need without the difficult tas[...]

The F# Software Foundation condemns, in the strongest terms, the unprovoked and illegal invasion of Ukraine by the Russian military. The Russian government's actions endanger the lives of millions of innocent people. We call on Russia to end this injustic[...]