GitHub

LyCORIS - Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion. (ICLR'24)

LyCORIS currently contains LoRA (LoCon), LoHa, LoKr, (IA)^3, DyLoRA, Native fine-tuning (aka dreambooth). GLoRA and GLoKr are coming soon. Please check List of Implemented Algorithms and Guidelines ...
Frontiers

A TPS-based numerical method for simulating the non-linear diffusion logistic population model

The Fisher–Kolmogorov–Petrovsky–Piskunov equation is a diffusive logistic model for the population density of an invasive species. This paper presents a one-level numerical simulation of the ...
TweakTown

AMD opens the door to local Stable Diffusion AI image generation on Ryzen AI NPUs

TL;DR: AMD and Stability AI have unveiled the world's first FP16 Stable Diffusion 3.0 Medium model, optimized for Ryzen AI 300 Series XDNA 2 NPUs, which delivers enhanced AI image generation quality ...
EurekAlert!

Advancements in vortex particle method enable stable simulation of high Reynolds number flows and shear turbulence

The Vortex Particle Method (VPM), a meshless vortex flow simulation approach, is gaining traction for its efficient simulation of unsteady vortex wakes evolution that is shed by aircrafts, rotors and ...
Frontiers

Numerical solutions of the nonlinear Fisher’s equation using a one-level meshless method

This study introduces a relatively new numerical technique for solving one-dimensional Fisher’s equation. The proposed numerical technique is a simple direct meshless method, which is based on the ...
TweakTown

Stable Diffusion 3.5 VRAM requirement reduced by 40% to run on more GeForce RTX GPUs

TL;DR: By 2025, over 8GB of VRAM will be essential for high-end 1440p and 4K gaming and local AI workloads. NVIDIA and Stability AI optimized Stable Diffusion 3.5 with FP8 quantization and TensorRT, ...
acm.org

Numerical Analysis: Stable numerical methods for obtaining the Chebyshev solution to an overdetermined system of equations

An implementation of Stiefel's exchange algorithm for determining a Chebyshev solution to an overdetermined system of linear equations is presented, that uses Gaussian LU decomposition with row ...
eWeek

Midjourney vs Stable Diffusion: Creative Clash

eSpeaks’ Corey Noles talks with Rob Israch, President of Tipalti, about what it means to lead with Global-First Finance and how companies can build scalable, compliant operations in an increasingly ...
marktechpost

Underdamped Diffusion Samplers Outperform Traditional Methods: Researchers from Karlsruhe Institute of Technology, NVIDIA, and Zuse Institute Berlin Introduce a New Framework ...

Diffusion processes have emerged as promising approaches for sampling from complex distributions but face significant challenges when dealing with multimodal targets. Traditional methods based on ...
marktechpost

University of Bath Researchers Developed an Efficient and Stable Machine Learning Training Method for Neural ODEs with O(1) Memory Footprint

Neural Ordinary Differential Equations are significant in scientific modeling and time-series analysis where data changes every other moment. This neural network-inspired framework models ...
JSTOR Daily

Numerical and experimental study of variable speed automobile engine cooling water pump

To investigate the performance of engine cooling water pump in automobile with variable rotating speed, experimental tests and numerical simulation are carried out on an engine cooling water pump ...