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Best home rig for LFM2.5 24B-A2B

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Real, measured generation speeds for LFM2.5 24B-A2B on home hardware, fastest first. Different quants/engines aren't directly comparable.

BuildQuantEnginetok/sCost
RTX 4090: 2026 models (llamabench community)llama-bench tg128 (quant per result)llama.cpp261-339source
RTX 4060 Ti 16GB: 2026 models (llamabench community)llama-bench tg128 (quant per result)llama.cpp131-150source
RTX 3060 12GB: 2026 models (llamabench community)llama-bench tg128 (quant per result)llama.cpp125source
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FAQ

How much VRAM does LFM2.5 24B-A2B need?

The weights are about 14.7 GB at Q4_K_M (23.97B params × 4.89 bits ÷ 8, before context/KV cache). Add memory for context (KV cache) and the runtime. The smallest-memory setup with a measured result here, fully in memory, is RTX 4060 Ti 16GB (16 GB) at 131-150 tok/s.

What is the fastest measured hardware for LFM2.5 24B-A2B?

RTX 4090: 261-339 tok/s generation (llama.cpp, llama-bench tg128 (quant per result)), from https://llamabench.ai/browse/rtx4090.

Which GPUs have measured results for LFM2.5 24B-A2B?

RTX 3060 12GB, RTX 4060 Ti 16GB, RTX 4090.

Can it run on… RTX 3060 12GB · RTX 4060 Ti 16GB · RTX 4090

Related: what GPU do you need for 2026 models · all builds