Can I run Bonsai-27B-gguf on an RTX 4090?
Yes
Its BF16 file (7.29 GB) fits in the 21.6 GB an RTX 4090 can use, with room for ≈ 4K tokens of context.
ollama run hf.co/prism-ml/Bonsai-27B-gguf:BF16Files and context on RTX 4090
Each file of Bonsai-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 RTX 4090 | Context (16-bit) | Context (8-bit) |
|---|---|---|---|---|
| F16 | 53.8 GB | Doesn't fit | — | — |
| BF16 | 7.29 GB | Fits | 4K | 4K |
| Bonsai-27B-Q1_0 | 3.80 GB | Fits | 4K | 4K |
| Q4_1 | 1.79 GB | Fits | 4K | 4K |