Building a Distributed GPU Cluster for LLM Inference on Idle Apple Silicon Macs
A single M2 Max Mac Studio can serve 8‑token‑per‑second Llama‑2‑7B inference, yet most developers leave that compute idle overnight. ## Inventory an…
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От 6 часов до 20 минут: как мы ускорили коллаборативную модель в рекомендациях Авито
Привет, я Салават Динмухаметов, senior ML-engineer в команде рекомендаций Авито . В статье расскажу, как мы изменили систему рекомендаций на главной…
Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI Accelerators
Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI Accelerators The Bug ttnn.softplus(-1e7) returns +inf . Not approxim…
Nvidia PAIR enables local AI cluster construction
Nvidia has introduced a free software tool that allows users to create AI inferencing clusters using separate computers on a single network. This ut…
Stop Comparing GPU Clouds Only by $/hour
GPU Cloud Research · #002 — 11 min read The cheapest GPU instance is not always the cheapest way to finish a workload. GPU cloud comparison pages us…
Паравиртуализация при отладке графических приложений KasperskyOS в QEMU
Привет! Меня зовут Денис Молодяков, я — тимлид команды графики в KasperskyOS . Мы отвечаем за разработку графического стека полного цикла для микроя…
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR Today's Highlights NVIDIA's Blackwell architecture showcased…
AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks
AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks Today's Highlights This week's top stories feature significant driver u…
Five Years Later, I Finally Have 96GB VRAM — What It Actually Unlocks for Agent Loops
I bought an RTX PRO 6000 Blackwell Max-Q. 96GB VRAM, Blackwell architecture, pro workstation GPU. Even as a Max-Q variant, this is an absurdly large…
GPU Bottleneck Analyzer, NVIDIA Rubin VRAM Demands, and Qwen VRAM Optimization
GPU Bottleneck Analyzer, NVIDIA Rubin VRAM Demands, and Qwen VRAM Optimization Today's Highlights This week's top GPU news features a new open-sourc…