Gemma 4
gemma-4-31B-it
Google DeepMind · open-permissive apache-2.0
| Parameters (B) | 31.273 |
|---|---|
| Architecture | dense |
| Layers / KV heads / head dim | 60 / 16 / 256 |
| Context window | 262144 |
| Modalities | in: text, image; out: text |
| GGUF | available |
| Commercial use | yes |
Minimum hardware (estimate)
At Q4_K_M and 8k context, total working set ≈ 27.6 GiB. On a machine with 64 GiB system RAM and no discrete GPU: CPU-only, slow. Limiting factor: No GPU VRAM; fits in system RAM but inference will be CPU-bound.
Scores
| Benchmark | Value | Uncertainty | Run by | Source |
|---|---|---|---|---|
| GPQA Diamond | 75.8% | ±0.0305 | third-party | epoch-ai |
| OTIS Mock AIME 2024-2025 | 73.3% | ±0.0667 | third-party | epoch-ai |
| SimpleQA Verified | 9.6% | ±0.0094 | third-party | epoch-ai |
Provenance
- identity, license, architecture, parameter count: https://huggingface.co/google/gemma-4-31B-it (retrieved 2026-08-10)
HF: google/gemma-4-31B-it · snapshot 2026-08-10