Is speculative decoding possible across 1/4/12/27 B Gemma 3 variants?
LM Studio doesn't allow that (yet), but maybe the s/w requires some adjustments to support speculative decoding with Gemma 3.
99 karma · joined October 23, 2016
LM Studio doesn't allow that (yet), but maybe the s/w requires some adjustments to support speculative decoding with Gemma 3.
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.
Also featured in https://www.jendrikillner.com/post/graphics-programming-week...
[1] https://www.australiangeographic.com.au/news/2013/04/drop-be...
Such a nice retro thing :)
> 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.
Just an interesting hobby project, and at a pretty early stage, but just in case someone else would find it interesting and/or inspiring!
[1] http://craftinginterpreters.com/parsing-expressions.html
> 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.
And the Hilbert curve finds application in dithering [1] as well.
[1] https://en.wikipedia.org/wiki/Hilbert_curve#Applications_and...
But does it really improve the security?