Can I run K2-Horizon-7B on an RTX 4060 Ti 16 GB?

Yes, with a GGUF version

The published weights are too big, but the Q8_0 file from IFM/K2-Horizon-7B-GGUF (9.57 GB) fits, with room for ≈ 32K tokens of context.

Full analysis of K2-Horizon-7B Everything that runs on RTX 4060 Ti 16 GB Get the Q8_0 file on Hugging Face

ollama run hf.co/IFM/K2-Horizon-7B-GGUF:Q8_0

Files and context on RTX 4060 Ti 16 GB

Each file of K2-Horizon-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 RTX 4060 Ti 16 GB	Context (16-bit)	Context (8-bit)
As published	18.0 GB	Doesn't fit	—	—
BF16IFM/K2-Horizon-7B-GGUF	18.0 GB	Doesn't fit	—	—
Q8_0IFM/K2-Horizon-7B-GGUF	9.57 GB	Fits	32K	64K
Q6_KIFM/K2-Horizon-7B-GGUF	7.39 GB	Fits	46K	93K
Q5_K_MIFM/K2-Horizon-7B-GGUF	6.47 GB	Fits	53K	105K
Q5_0IFM/K2-Horizon-7B-GGUF	6.34 GB	Fits	53K	107K
Q4_K_MIFM/K2-Horizon-7B-GGUF	5.59 GB	Fits	58K	117K

K2-Horizon-7B on other hardware

Popular models that run on RTX 4060 Ti 16 GB

Assumes 90% of the card's memory is usable 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.