Can I run this LLM?
Can a NVIDIA H100 (80GB) run Gemma 4 31B?
Gemma · Apache 2.0 · estimated for a 80.0 GB machine at 4K context.
Yes — it runs great.
Best fit: Gemma 4 31B at Q8_0 · 32.6 GB · 53–80 tok/s on a NVIDIA H100 (80GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q3_K_M | 13.2 GB | 92–137 tok/s | Runs great |
| Q4_K_M | 18.6 GB | 76–115 tok/s | Runs great |
| Q5_K_M | 21.9 GB | 69–104 tok/s | Runs great |
| Q6_K | 25.3 GB | 63–95 tok/s | Runs great |
| Q8_0 | 32.6 GB | 53–80 tok/s | Runs great |
| FP16 | 61.4 GB | 33–49 tok/s | Tight / slow |
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