Tilde Research Introduces Aurora: A Leverage-Aware Optimizer That Fixes a Hidden Neuron Death Problem in Muon
Source: MarkTechPost Researchers at Tilde Research have released Aurora, a new optimizer for training neural networks that addresses...
A Coding Implementation to Portfolio Optimization with skfolio for Building Testing, Tuning, and Comparing Modern Investment Strategies
Source: MarkTechPost In this tutorial, we explore skfolio, a scikit-learn compatible portfolio optimization library that helps us build,...
Understanding LLM Distillation Techniques
Source: MarkTechPost Modern large language models are no longer trained only on raw internet text. Increasingly, companies are...
How to Build Technical Analysis and Backtesting Workflow with pandas-ta-classic, Strategy Signals, and Performance Metrics
Source: MarkTechPost In this tutorial, we implement how to use pandas-ta-classic to build a complete technical analysis and...
Meta and Stanford Researchers Propose Fast Byte Latent Transformer That Reduces Inference Memory Bandwidth by Over 50% Without Tokenization
Source: MarkTechPost A team of researchers from Meta, Stanford University, and the University of Washington have introduced three...
Sakana AI and NVIDIA Introduce TwELL with CUDA Kernels for 20.5% Inference and 21.9% Training Speedup in LLMs
Source: MarkTechPost Scaling large language models (LLMs) is expensive. Every token processed during inference and every gradient computed...
How to Build a Cost-Aware LLM Routing System with NadirClaw Using Local Prompt Classification and Gemini Model Switching
Source: MarkTechPost In this tutorial, we explore NadirClaw as an intelligent routing layer that classifies prompts into simple...
NVIDIA AI Just Released cuda-oxide: An Experimental Rust-to-CUDA Compiler Backend that Compiles SIMT GPU Kernels Directly to PTX
Source: MarkTechPost NVIDIA AI researchers recently released cuda-oxide, an experimental compiler that allows developers to write CUDA SIMT...
NVIDIA AI Releases Star Elastic: One Checkpoint that Contains 30B, 23B, and 12B Reasoning Models with Zero-Shot Slicing
Source: MarkTechPost Training a family of large language models (LLMs) has always come with a painful multiplier: every...
Meet GitHub Spec-Kit: An Open Source Toolkit for Spec-Driven Development with AI Coding Agents
Source: MarkTechPost If you have spent time using AI coding agents — GitHub Copilot, Claude Code, Gemini CLI...