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Rodei IA de 35B na minha GPU velha e me surpreendi!

Rodei IA de 35B na minha GPU velha e me surpreendi!

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4 min read
Which serverless GPU platform has the fastest cold start for inference — I tested five and tracked p99 specifically

Which serverless GPU platform has the fastest cold start for inference — I tested five and tracked p99 specifically

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2 min read
An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

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5 min read
The cheapest way to run RTX 5090 and H200 inference without AWS — a real cost comparison

The cheapest way to run RTX 5090 and H200 inference without AWS — a real cost comparison

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1 min read
Fleet 1.0: Finding the One Slow Rank in a 64-GPU Job From the Cluster Side

Fleet 1.0: Finding the One Slow Rank in a 64-GPU Job From the Cluster Side

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6 min read
Best Local AI Models for Each VRAM Tier (4 GB to 80 GB) in 2026

Best Local AI Models for Each VRAM Tier (4 GB to 80 GB) in 2026

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6 min read
$20K local AI coding workstation in 2026: what hardware actually runs agentic workflows

$20K local AI coding workstation in 2026: what hardware actually runs agentic workflows

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6 min read
Intel Arc B580 for Local AI: 12 GB at $249, With a Software Tax

Intel Arc B580 for Local AI: 12 GB at $249, With a Software Tax

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5 min read
Mistral Small 4 for Local AI in 2026: The 119B MoE Hardware Reality

Mistral Small 4 for Local AI in 2026: The 119B MoE Hardware Reality

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6 min read
RTX 5060 for Local AI in 2026: When 448 GB/s Hits an 8GB Wall

RTX 5060 for Local AI in 2026: When 448 GB/s Hits an 8GB Wall

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6 min read
NVIDIA's NVK Vulkan Driver Boosts Mesh Shaders; Wayland Dominates Linux Desktops; Jetson Updates for Physical AI

NVIDIA's NVK Vulkan Driver Boosts Mesh Shaders; Wayland Dominates Linux Desktops; Jetson Updates for Physical AI

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3 min read
Docker vs Podman for AI/ML Workloads in 2026: A Technical Comparison

Docker vs Podman for AI/ML Workloads in 2026: A Technical Comparison

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6 min read
NVIDIA RTX Spark Superchip Unveiled, NBD-VRAM for GPU Swap, Local AI on RTX

NVIDIA RTX Spark Superchip Unveiled, NBD-VRAM for GPU Swap, Local AI on RTX

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3 min read
Auto-Generated CUDA Kernels Need Kernel-Level Validation

Auto-Generated CUDA Kernels Need Kernel-Level Validation

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5 min read
Notes on CUDA Tensor Core GEMM (WMMA)

Notes on CUDA Tensor Core GEMM (WMMA)

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4 min read
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