Can I run Ternary-Bonsai-2-27B-gguf on a Radeon RX 7900 XTX?

Yes

Its Ternary-Bonsai-2-27B-Q2_0 file (7.63 GB) fits in the 21.6 GB a Radeon RX 7900 XTX can use, with room for ≈ 206K tokens of context.

Full analysis of Ternary-Bonsai-2-27B-gguf Everything that runs on Radeon RX 7900 XTX Get the Ternary-Bonsai-2-27B-Q2_0 file on Hugging Face

ollama run hf.co/prism-ml/Ternary-Bonsai-2-27B-gguf

Files and context on Radeon RX 7900 XTX

Each file of Ternary-Bonsai-2-27B-gguf (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)
F16	53.8 GB	Doesn't fit	—	—
Ternary-Bonsai-2-27B-Q2_0	7.63 GB	Fits	206K	256K
Ternary-Bonsai-2-27B-PQ2_0	7.21 GB	Fits	212K	256K
Ternary-Bonsai-2-27B-PTQ1_0	5.95 GB	Fits	231K	256K

Ternary-Bonsai-2-27B-gguf 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.