Can I Run Gemma 3 27B Instruct on NVIDIA GeForce RTX 4070 Ti Super?
作者： Jakub Rusinowski · 最后更新： 2026年9月19日
No. Gemma 3 27B Instruct needs 16.3 GB at Q4_K_M and the NVIDIA GeForce RTX 4070 Ti Super has only 16 GB. No quantization we publish closes a gap that size.
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The numbers
| Model | Gemma 3 27B Instruct |
| Parameters | 27B |
| Quantization | Q4_K_M |
| VRAM needed | 16.3 GB |
| NVIDIA GeForce RTX 4070 Ti Super VRAM | 16 GB |
| Verdict | Does not fit |
Gemma 3 27B Instruct on the NVIDIA GeForce RTX 4070 Ti Super: VRAM by quantization
| Quant | VRAM needed | Fits 16 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 59 GB | ✗ No | — | — |
| Q8_0 | 33.6 GB | ✗ No | — | — |
| Q6_K | 27.1 GB | ✗ No | — | — |
| Q5_K_M | 24.1 GB | ✗ No | — | — |
| Q4_K_M | 21.3 GB | ✗ No | — | — |
| Q3_K_M | 16.5 GB | ✗ No | — | — |
| Q2_K | 13.8 GB | ✓ Yes | 4K | — |
Assumes a 4K-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 4070 Ti Super: 8K 25.4 GB ✗ · 32K 50.4 GB ✗ · 128K 150.2 GB ✗. Past 8K it no longer fits 16 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
What to do next
Either step down to a smaller size in this family, or move to a AMD Radeon RX 7900 XT (20 GB), the cheapest card we track with enough VRAM.
No compatible GPU? Gemma 3 27B Instruct on 32 GB of system RAM, CPU only: runs comfortably.
Cheapest card we track with enough VRAM for Gemma 3 27B Instruct:
Gemma 3 27B Instruct needs ~16 GB but this GPU has 16 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
Other Gemma 3 sizes on the NVIDIA GeForce RTX 4070 Ti Super
- Gemma 3 12B Instruct — runs (7.2 GB)
- Gemma 3 4B Instruct — runs (2.4 GB)
- Gemma 3 1B Instruct — runs (0.6 GB)
Gemma 3 27B Instruct on nearby hardware
- Intel Arc B580 (12 GB) — does not fit
- NVIDIA GeForce RTX 4090 (24 GB) — runs
All Gemma 3 sizes on the NVIDIA GeForce RTX 4070 Ti Super | Gemma 3 27B Instruct model page | NVIDIA GeForce RTX 4070 Ti Super GPU page | Check your hardware