Can I Run Gemma 3 27B Instruct on NVIDIA GeForce RTX 4070 Ti Super?
Written by Jakub Rusinowski · Last updated July 12, 2026
No. Gemma 3 27B Instruct needs 25.4 GB at 8K context (16.3 GB weights + 9.1 GB KV cache/overhead) 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 (8K context) | 25.4 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 | 63.1 GB | ✗ No | — | — |
| Q8_0 | 37.8 GB | ✗ No | — | — |
| Q6_K | 31.3 GB | ✗ No | — | — |
| Q5_K_M | 28.3 GB | ✗ No | — | — |
| Q4_K_M | 25.4 GB | ✗ No | — | — |
| Q3_K_M | 20.6 GB | ✗ No | — | — |
| Q2_K | 18 GB | ✗ No | — | — |
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 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 Intel Arc Pro B70 (32 GB), the card with the least memory we track that holds it.
No compatible GPU? Gemma 3 27B Instruct on 32 GB of system RAM, CPU only: runs comfortably.
Gemma 3 27B Instruct needs ~25 GB but this GPU has 16 GB. Rent a A100 (40 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 (11.1 GB)
- Gemma 3 4B Instruct — runs (4.4 GB)
- Gemma 3 1B Instruct — runs (2 GB)
Gemma 3 27B Instruct on nearby hardware
- Intel Arc B580 (12 GB) — does not fit
- NVIDIA GeForce RTX 4090 (24 GB) — runs at a lower quant
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 | VRAM calculator | Check your hardware