Guides
Decision-first tutorials. Every guide links back to the detection tool and the model pages, so you can act on what you read.
Sat Aug 15 2026 08:00:00 GMT+0800 (中国标准时间)
Best Open Models for 12 GB VRAM in 2026
The 12 GB tier is the value sweet spot: used RTX 3060, RTX 4070, RX 6700 XT. These are the models and quants that actually fit.
Sat Aug 15 2026 08:00:00 GMT+0800 (中国标准时间)
Best Open Models for 8 GB VRAM in 2026
What actually fits and runs well on an 8 GB GPU: tested quant sizes, real VRAM budgets, and the models we recommend for RTX 4060-class cards.
Sat Aug 15 2026 08:00:00 GMT+0800 (中国标准时间)
Run LLMs Locally on a Mac (M1–M5, 2026 Guide)
Unified memory changes the rules: which models fit your Mac's RAM, MLX vs Ollama vs llama.cpp, and how the browser detector reads your Apple Silicon chip.