Hardware入门约 11 分钟
Local LLM deploy basics
Ollama / vLLM / llama.cpp stacks, quants, and safe OPC exposure.
Local LLM deploy basics: Ollama / vLLM / llama.cpp
Pick a stack, load a quant, expose OPC carefully, and avoid open ports without auth.
Stacks
Ollama for personal speed; llama.cpp for broad hardware; vLLM for server throughput; MLX on Apple.
Path
Check VRAM → install runtime → pull quant → chat test → optional API with auth only on private network.
Security
Never expose raw ports to the public internet without TLS, keys, and rate limits.
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适用于 GrokCode 倍率榜。信息仅供参考，不构成购买、投资或法律意见。