Can I run this LLM?
Can a NVIDIA RTX 4090 (24GB) run Gemma 4 12B?
Gemma · Apache 2.0 · estimated for a 24.0 GB machine at 4K context.
Yes — it runs great.
Best fit: Gemma 4 12B at Q8_0 · 12.7 GB · 43–64 tok/s on a NVIDIA RTX 4090 (24GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q3_K_M | 5.1 GB | 75–113 tok/s | Runs great |
| Q4_K_M | 7.2 GB | 62–93 tok/s | Runs great |
| Q5_K_M | 8.5 GB | 56–84 tok/s | Runs great |
| Q6_K | 9.8 GB | 51–76 tok/s | Runs great |
| Q8_0 | 12.7 GB | 43–64 tok/s | Runs great |
| FP16 | 23.8 GB | 26–39 tok/s | Won't fit |
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