Can I run NousResearch_Arete-27B-GGUF on an RTX 4060 Ti 16 GB?
Yes, just
Its Q3_K_L file (13.9 GB) fits in the 14.4 GB an RTX 4060 Ti 16 GB can use, with room for ≈ 5K tokens of context.
Full analysis of NousResearch_Arete-27B-GGUF
Everything that runs on RTX 4060 Ti 16 GB
Get the Q3_K_L file on Hugging Face
ollama run hf.co/bartowski/NousResearch_Arete-27B-GGUF:Q3_K_LFiles and context on RTX 4060 Ti 16 GB
Each file of NousResearch_Arete-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 4060 Ti 16 GB | Context (16-bit) | Context (8-bit) |
|---|---|---|---|---|
| BF16 | 53.8 GB | Doesn't fit | — | — |
| Q8_0 | 28.7 GB | Doesn't fit | — | — |
| Q6_K_L | 24.7 GB | Doesn't fit | — | — |
| Q6_K | 23.6 GB | Doesn't fit | — | — |
| Q6_K_S | 22.6 GB | Doesn't fit | — | — |
| Q5_K_M | 20.7 GB | Doesn't fit | — | — |
| Q5_K_S | 19.3 GB | Doesn't fit | — | — |
| Q4_K_L | 18.6 GB | Doesn't fit | — | — |
| Q4_1 | 17.6 GB | Doesn't fit | — | — |
| IQ4_NL | 17.2 GB | Doesn't fit | — | — |
| Q4_K_M | 17.2 GB | Doesn't fit | — | — |
| Q4_K_S | 16.1 GB | Doesn't fit | — | — |
| Q4_0 | 16.1 GB | Doesn't fit | — | — |
| IQ4_XS | 15.2 GB | Doesn't fit | — | — |
| IQ3_M | 14.6 GB | Doesn't fit | — | — |
| Q3_K_L | 13.9 GB | Tight | 5K | 11K |
| Q3_K_M | 13.2 GB | Tight | 16K | 32K |
| IQ3_XS | 12.6 GB | Tight | 25K | 50K |
| Q3_K_S | 12.5 GB | Tight | 26K | 52K |
| IQ3_XXS | 12.1 GB | Tight | 32K | 65K |
| Q2_K | 10.6 GB | Fits | 55K | 109K |
| IQ2_M | 10.3 GB | Fits | 59K | 118K |
| IQ2_S | 9.45 GB | Fits | 72K | 143K |
| IQ2_XS | 8.85 GB | Fits | 80K | 161K |
| IQ2_XXS | 8.64 GB | Fits | 84K | 167K |