Can I Run Gemma 3n E2B on NVIDIA GeForce RTX 3080 (10GB)?
Written by Jakub Rusinowski · Last updated July 12, 2026
Yes. Gemma 3n E2B needs 5.1 GB at 8K context (3.3 GB weights + 1.8 GB KV cache/overhead) at Q4_K_M and the NVIDIA GeForce RTX 3080 (10GB) has 10 GB, leaving about 4.9 GB of headroom, at roughly 174 tok/s (estimated) with room for up to 32K of context.
See what else this hardware can run →
The numbers
| Model | Gemma 3n E2B |
| Parameters | 2B |
| Quantization | Q4_K_M |
| VRAM needed (8K context) | 5.1 GB |
| NVIDIA GeForce RTX 3080 (10GB) VRAM | 10 GB |
| Verdict | Runs |
| Max context | 32K |
| Estimated speed | ~174 tok/s |
Gemma 3n E2B on the NVIDIA GeForce RTX 3080 (10GB): VRAM by quantization
| Quant | VRAM needed | Fits 10 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 12.7 GB | ✗ No | — | — |
| Q8_0 | 7.6 GB | ✓ Yes | 16K | — |
| Q6_K | 6.3 GB | ✓ Yes | 32K | — |
| Q5_K_M | 5.7 GB | ✓ Yes | 32K | — |
| Q4_K_M | 5.1 GB | ✓ Yes | 32K | — |
| Q3_K_M | 4.1 GB | ✓ Yes | 32K | — |
| Q2_K | 3.6 GB | ✓ Yes | 32K | — |
Assumes an 8K-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 10 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 3080 (10GB): 8K 5.1 GB · 32K 8.1 GB. Every window this model publishes still fits 10 GB.
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 (~$699) beats renting at $0.34/hr after about 2.9 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 3080 (10GB)
- Gemma 3n E4B — runs (6.7 GB)
Gemma 3n E2B on nearby hardware
- AMD Radeon RX 9060 XT 8GB (8 GB) — runs
All Gemma 3n sizes on the NVIDIA GeForce RTX 3080 (10GB) | Gemma 3n E2B model page | NVIDIA GeForce RTX 3080 (10GB) GPU page | VRAM calculator | Check your hardware