Can I Run Gemma 4 on NVIDIA GeForce RTX 5070 Ti?
Written by Jakub Rusinowski · Last updated July 12, 2026
Yes, comfortably — Gemma 4 12B (Unified) at Q4_K_M needs 8.7 GB at 8K context (7.2 GB weights + 1.5 GB KV cache/overhead), leaving ~7.3 GB of the NVIDIA GeForce RTX 5070 Ti's 16 GB, at ~80 tok/s (est.), with room for up to 64K context.
See what else this hardware can run →
or compare on Vast.ai from $0.35/hr (typical low · varies)
As an Amazon Associate we earn from qualifying purchases. Cloud GPU links are referral links — we may earn a commission at no extra cost to you.
NVIDIA GeForce RTX 5070 Ti Specs
| VRAM | 16 GB |
| Memory Bandwidth | 896 GB/s |
Gemma 4 12B (Unified) on the NVIDIA GeForce RTX 5070 Ti: VRAM by quantization
| Quant | VRAM needed | Fits 16 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 25.4 GB | ✗ No | — | — |
| Q8_0 | 14.2 GB | ✓ Yes | 64K | — |
| Q6_K | 11.3 GB | ✓ Yes | 64K | — |
| Q5_K_M | 9.9 GB | ✓ Yes | 64K | — |
| Q4_K_M | 8.7 GB | ✓ Yes | 64K | — |
| Q3_K_M | 6.6 GB | ✓ Yes | 64K | — |
| Q2_K | 5.4 GB | ✓ Yes | 64K | — |
Assumes an 8K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 16 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
Context costs VRAM too. At Q4_K_M on the NVIDIA GeForce RTX 5070 Ti: 8K 8.7 GB · 32K 9.1 GB · 125K 10.6 GB. Every window this model publishes still fits 16 GB.
No compatible GPU? Gemma 4 12B (Unified) on 16 GB of system RAM, CPU only: runs.
Gemma 4 Sizes That Fit the NVIDIA GeForce RTX 5070 Ti (at 8K context)
| Gemma 4 12B (Unified) | Q4_K_M · 8.7 GB at 8K context · ~80 tok/s (est.) |
| Gemma 4 E4B | Q4 (QAT) · 6.4 GB at 8K context · ~112 tok/s (est.) |
| Gemma 4 E2B | Q4 (QAT) · 4.7 GB at 8K context · ~150 tok/s (est.) |
At 2 hrs/day, buying (~$749) beats renting at $0.34/hr after about 3.1 years.
Affiliate links — we may earn a commission if you sign up, at no extra cost to you.
Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
FAQ
Is the NVIDIA GeForce RTX 5070 Ti enough to run Gemma 4 locally?
Yes, comfortably — Gemma 4 12B (Unified) at Q4_K_M needs 8.7 GB at 8K context (7.2 GB weights + 1.5 GB KV cache/overhead), leaving ~7.3 GB of the NVIDIA GeForce RTX 5070 Ti's 16 GB, at ~80 tok/s (est.), with room for up to 64K context.
What's the best Gemma 4 size for the NVIDIA GeForce RTX 5070 Ti?
Gemma 4 12B (Unified) at Q4_K_M quantization needs 8.7 GB at 8K context (7.2 GB weights + 1.5 GB KV cache/overhead), estimated ~80 tokens/sec, up to 64K context.
Every Gemma 4 size on the NVIDIA GeForce RTX 5070 Ti
| Size | VRAM at 8K | Verdict | Speed |
|---|---|---|---|
| Gemma 4 31B | 21.4 GB | Runs at Q3_K_M | — |
| Gemma 4 26B-A4B | 17 GB | Runs at Q3_K_M | — |
| Gemma 4 12B (Unified) | 8.7 GB | Runs | ~80 tok/s |
| Gemma 4 E4B | 6.4 GB | Runs | ~112 tok/s |
| Gemma 4 E2B | 4.7 GB | Runs | ~150 tok/s |
Gemma 4 on Other GPUs
- Gemma 4 on NVIDIA GeForce RTX 5080
- Gemma 4 on NVIDIA GeForce RTX 5060 Ti 16GB
- Gemma 4 on NVIDIA GeForce RTX 4080 Super
- Gemma 4 on NVIDIA GeForce RTX 4080
- Gemma 4 on NVIDIA GeForce RTX 4070 Ti Super
Popular Models on the NVIDIA GeForce RTX 5070 Ti
- DeepSeek R1 on NVIDIA GeForce RTX 5070 Ti
- Qwen 3 on NVIDIA GeForce RTX 5070 Ti
- Qwen 2.5 Family on NVIDIA GeForce RTX 5070 Ti
VRAM Tier
Troubleshooting
Buying Guide
← Can I Run It? | Gemma 4 Model Page | NVIDIA GeForce RTX 5070 Ti GPU Page | VRAM calculator | Check Your Hardware