It was mentioned this project aims to support more espresso machines (beyond Gaggia Classic and Rancilio Silvia) in the future, including machines with a thermal block instead of a boiler (e.g. Sage/Breville Barista Express).
> Meshes are fundamental representations of 3D surfaces. However, creating high-
quality meshes is a labor-intensive task that requires significant time and expertise in 3D modeling. While a delicate object often requires over 104 faces to be accurately modeled, recent attempts at generating artist-like meshes are limited to 1.6K faces and heavy discretization of vertex coordinates. Hence, scaling both the maximum face count and vertex coordinate resolution is crucial to producing high-quality meshes of realistic, complex 3D objects. We present MESHTRON, a novel autoregressive mesh generation model able to generate meshes with up to 64K faces at 1024-level coordinate resolution –over an order of magnitude higher face count and 8× higher coordinate resolution than current state-of-the-art methods. MESHTRON’s scalability is driven by four key components: (i) an hourglass neural architecture, (ii) truncated sequence training, (iii) sliding window inference, and (iv) a robust sampling strategy that enforces the order of mesh sequences. This results in over 50% less training memory, 2.5× faster throughput, and better consistency than existing works. MESHTRON generates meshes of detailed, complex 3D objects at unprecedented levels of resolution and fidelity, closely resembling those created by professional artists, and opening the door to more realistic generation of detailed 3D assets for animation, gaming, and virtual environments.
A permanent magnet produces magnetic field, but not electric field (unless it's electrically charged, but that's usually not the case), so no, magnetic field doesn't automatically imply electric field (charge).
> The primary purpose of Morte is a proof-of-concept that a non-recursive calculus of constructions is the ideal system for the super-optimization of functional programs. Morte uses a simple, yet powerful, optimization scheme that consists entirely of normalizing terms using the ordinary reduction rules of lambda calculus. Morte emphasizes pushing optimization complexity out of the virtual machine and into the translation of abstractions to the calculus of constructions.
This is a new chapter of a wonderful open-source book by Bob Nystrom. I was particularly interested in a chapter dedicated to parsing: Parsing Expressions [1].
Perhaps the most interesting piece from the article:
> When developers are writing Flutter apps for Android and iOS, they're also technically writing Fuchsia apps, or at least code that will carry over to Fuchsia very easily.
The description of the tool does not say it directly, but it seems that the purpose of the tool is to increase security of your project during development and production.
LM Studio doesn't allow that (yet), but maybe the s/w requires some adjustments to support speculative decoding with Gemma 3.