Can I Run Gemma 3n E2B on NVIDIA GeForce RTX 3070 Ti?
作者： Jakub Rusinowski · 最后更新： 2026年9月19日
Yes. Gemma 3n E2B needs 3.3 GB at Q4_K_M and the NVIDIA GeForce RTX 3070 Ti has 8 GB, leaving about 4.7 GB of headroom, at roughly 151 tok/s (estimated) with room for up to 16K of context.
See what else this hardware can run →
The numbers
| Model | Gemma 3n E2B |
| Parameters | 2B |
| Quantization | Q4_K_M |
| VRAM needed | 3.3 GB |
| NVIDIA GeForce RTX 3070 Ti VRAM | 8 GB |
| Verdict | Runs |
| Max context | 16K |
| Estimated speed | ~151 tok/s |
Gemma 3n E2B on the NVIDIA GeForce RTX 3070 Ti: VRAM by quantization
| Quant | VRAM needed | Fits 8 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 12.2 GB | ✗ No | — | — |
| Q8_0 | 7.1 GB | ✓ Yes | 8K | — |
| Q6_K | 5.8 GB | ✓ Yes | 16K | — |
| Q5_K_M | 5.2 GB | ✓ Yes | 16K | — |
| Q4_K_M | 4.6 GB | ✓ Yes | 16K | — |
| Q3_K_M | 3.6 GB | ✓ Yes | 32K | — |
| Q2_K | 3.1 GB | ✓ Yes | 32K | — |
Assumes a 4K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 8 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 3070 Ti: 8K 5.1 GB · 32K 8.1 GB ✗. Past 32K it no longer fits 8 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
What to do next
Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.
No compatible GPU? Gemma 3n E2B on 8 GB of system RAM, CPU only: runs, but it is tight.
Running Gemma 3n E2B on this card:
At 2 hrs/day, buying (~$599) beats renting at $0.34/hr after about 2.4 years.
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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 3n sizes on the NVIDIA GeForce RTX 3070 Ti
- Gemma 3n E4B — runs (4.7 GB)
Gemma 3n E2B on nearby hardware
- NVIDIA GeForce RTX 3080 (10GB) (10 GB) — runs
All Gemma 3n sizes on the NVIDIA GeForce RTX 3070 Ti | Gemma 3n E2B model page | NVIDIA GeForce RTX 3070 Ti GPU page | Check your hardware