Can I run K2-Horizon-3.7B on a Mac with 48 GB?

Yes

Its published weights (10.1 GB) fit in the 36.0 GB a Mac with 48 GB can use, with room for ≈ 171K tokens of context.

Full analysis of K2-Horizon-3.7B Everything that runs on Mac with 48 GB Get the weights on Hugging Face

hf download IFM/K2-Horizon-3.7B

Files and context on Mac with 48 GB

Each file of K2-Horizon-3.7B (and of GGUF versions the site has analyzed), and how much context fits next to it, with the context cache in 16-bit or 8-bit.

File	Size	On Mac with 48 GB	Context (16-bit)	Context (8-bit)
As published	10.1 GB	Fits	171K	343K
4-bit (estimate)	2.85 GB	Fits	220K	439K

K2-Horizon-3.7B on other hardware

NVIDIA H100Yes
RTX 5090Yes
RTX 4090Yes
RTX 3090Yes
RTX 5060 Ti 16 GBYes
RTX 3060 12 GBYes, just
RTX 4060Probably, at 4-bit
Mac with 32 GBYes
Mac with 48 GBYes
Mac with 64 GBYes
Mac with 128 GBYes

Popular models that run on Mac with 48 GB

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Qwen3.5-9BQwen · 9.65B
Qwen2.5-0.5B-InstructQwen · 494M

Assumes 75% of the Mac's memory is usable (macOS's default limit for the GPU; it can be raised) and at least 4K tokens of context for one conversation, with the context cache in 16-bit unless noted. Fits leaves at least 20% of that memory for context; Tight leaves less.