AIVisionsLab

Founder of AIVisionsLab. Pushing local AI boundaries on legacy hardware via memory management & Vulkan orchestration. Let's talk GCN architecture and advanced hardware-level optimization. Join me.

Joined on May 22, 2026 aivisionslab@gmail.com

AIVisionsLab

Jun 16

Rodei um modelo MoE de 35B de parâmetros em uma RX 580 de 8GB de 2017 (e quase desisti três vezes)

#localllama #llamacpp #vulkan #machinelearning

9 min read

AIVisionsLab

Jun 11

Running Local AI on an AMD RX 580 in 2026 — The Complete Vulkan Guide

#ai #amd #vulkan #opensource

7 min read

AIVisionsLab

May 24

Three researchers. One GPU. Two years. How the RX 580 became an AI platform.

#ai #amd #hystory #opensource

3 min read

AIVisionsLab

May 24

Running FLUX.1 Schnell on an RX 580 8GB — GPU/CPU hybrid architecture

#flux #ai #tutorial #stablediffusion

2 min read

AIVisionsLab

May 24

Everything that failed before Vulkan saved our RX 580 AI setup

#ai #amd #playwright #opensource

3 min read

AIVisionsLab

May 24

Rodei Flux Schnell + LLM numa GPU de R$300. Sem CUDA. Sem cloud. Sem ROCm.

#ai #tutorial #opensource #programacao

3 min read

AIVisionsLab

May 24

I ran Flux Schnell + LLMs on a $50 GPU. No CUDA. No cloud. No ROCm.

#ai #tutorial #llm #opensource

2 min read

AIVisionsLab

May 22

Запуск Flux Schnell (12B) + LLM на устаревшей AMD RX 580 (8 ГБ) через Vulkan — Полное архитектурное руководство [2026]

#ai #devops #opensource #tutorial

2 min read

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AIVisionsLab

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Writing Debut

Rodei um modelo MoE de 35B de parâmetros em uma RX 580 de 8GB de 2017 (e quase desisti três vezes)

Running Local AI on an AMD RX 580 in 2026 — The Complete Vulkan Guide

Three researchers. One GPU. Two years. How the RX 580 became an AI platform.

Running FLUX.1 Schnell on an RX 580 8GB — GPU/CPU hybrid architecture

Everything that failed before Vulkan saved our RX 580 AI setup

Rodei Flux Schnell + LLM numa GPU de R$300. Sem CUDA. Sem cloud. Sem ROCm.

I ran Flux Schnell + LLMs on a $50 GPU. No CUDA. No cloud. No ROCm.

Запуск Flux Schnell (12B) + LLM на устаревшей AMD RX 580 (8 ГБ) через Vulkan — Полное архитектурное руководство [2026]