GPUs & Graphics Cards

Intel Nova Lake Xe3 GPU: Can It Handle Local AI?

Can Intel Nova Lake's Xe3 GPU run local AI? We analyze Lunar Lake benchmarks to compare quantized LLMs, memory bandwidth, NPU, and dGPU performance.
2026.06.13 AI Hardware Zukan
GPUs & Graphics CardsPC Builds
GPUs & Graphics Cards

Why RAM Exhausts When Running Gemma 4 with llama.cpp

Loaded a model on a GPU with 32GB VRAM, yet the process crashed after just a few prompts. The culprit wasn't low VRAM but system RAM exhaustion.
2026.05.28 AI Hardware Zukan
GPUs & Graphics CardsLocal AILocal LLMs
GPUs & Graphics Cards

MacBook Air M5: 21 Local LLMs Benchmarked for Coding Speed & Quality

We test 21 local LLMs on MacBook Air M5 using HumanEval+ scores and speed, comparing Reddit results against our desktop GPU benchmarks to guide your choice.
2026.05.28 AI Hardware Zukan
GPUs & Graphics Cards
AI Video Generation

LTX-1 Production Guide on 16GB VRAM: RTX 5080/5060 Ti Benchmarks

Real-world data on LTX-1 AI video generation using 16GB VRAM (RTX 5080/5060 Ti): 5-min generation time and 15.9 GB peak usage. The v0.9.1 build measured here is licensed for research use only; commercial work needs a v0.9.6 or later checkpoint.
2026.05.28 AI Hardware Zukan
AI Video GenerationGPUs & Graphics Cards