Can I run K2-Horizon-7B on a Radeon RX 7900 XTX?

Yes, just

Its published weights (18.0 GB) fit in the 21.6 GB a Radeon RX 7900 XTX can use, with room for ≈ 24K tokens of context.

Full analysis of K2-Horizon-7B Everything that runs on Radeon RX 7900 XTX Get the weights on Hugging Face

hf download IFM/K2-Horizon-7B

Files and context on Radeon RX 7900 XTX

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 Radeon RX 7900 XTX	Context (16-bit)	Context (8-bit)
As published	18.0 GB	Tight	24K	48K
BF16IFM/K2-Horizon-7B-GGUF	18.0 GB	Tight	24K	48K
Q8_0IFM/K2-Horizon-7B-GGUF	9.57 GB	Fits	80K	159K
Q6_KIFM/K2-Horizon-7B-GGUF	7.39 GB	Fits	94K	188K
Q5_K_MIFM/K2-Horizon-7B-GGUF	6.47 GB	Fits	100K	200K
Q5_0IFM/K2-Horizon-7B-GGUF	6.34 GB	Fits	101K	202K
Q4_K_MIFM/K2-Horizon-7B-GGUF	5.59 GB	Fits	106K	212K

K2-Horizon-7B on other hardware

Popular models that run on Radeon RX 7900 XTX

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.