deep learning

263 items

ARTICLEQwen Blog·1/20/2025

Global-batch load balance almost free lunch to improve your MoE LLM training

O conteúdo introduz a arquitetura Mixture-of-Experts (MoE) como uma técnica popular para escalar parâmetros de modelos. Ele descreve a camada MoE consistindo de um roteador e um grupo de experts, onde apenas um subconjunto é ativado para processar uma entrada.

deep learning Training MoE Neural Architecture

DOCDEV.to AI·4/18/2026

Running AI Models on GPU Cloud Servers: A Beginner Guide

This guide explains how running AI models on GPU cloud servers can significantly speed up training and inference tasks. It covers server selection and model deployment, detailing why GPUs excel at the parallel computations required for deep learning compared to CPUs.

GPU computing AI models tutorials deep learning

ARTICLE↑ trendingReddit r/LocalLLaMA·4/19/2026

Speculative decoding question, 665% speed increase

A question regarding speculative decoding highlights a remarkable 665% speed increase. This topic points to a technical discussion on AI model optimization.

deep learning AI performance model optimization speed improvement