Can I Run Gemma 3n E2B on AMD Radeon RX 9060 XT 8GB?
Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 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 AMD Radeon RX 9060 XT 8GB has 8 GB, leaving about 2.9 GB of headroom, at roughly 92 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 (8K context) | 5.1 GB |
| AMD Radeon RX 9060 XT 8GB VRAM | 8 GB |
| Verdict | Runs |
| Max context | 16K |
| Estimated speed | ~92 tok/s |
Gemma 3n E2B on the AMD Radeon RX 9060 XT 8GB: VRAM by quantization
| Quant | VRAM needed | Fits 8 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 12.7 GB | ✗ No | — | — |
| Q8_0 | 7.6 GB | ✓ Yes | 8K | — |
| Q6_K | 6.3 GB | ✓ Yes | 16K | — |
| Q5_K_M | 5.7 GB | ✓ Yes | 16K | — |
| Q4_K_M | 5.1 GB | ✓ Yes | 16K | — |
| 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 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 AMD Radeon RX 9060 XT 8GB: 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 (~$299) beats renting at $0.34/hr after about 15 months.
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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 AMD Radeon RX 9060 XT 8GB
- Gemma 3n E4B — runs (6.7 GB)
Gemma 3n E2B on nearby hardware
- NVIDIA GeForce RTX 3080 (10GB) (10 GB) — runs
All Gemma 3n sizes on the AMD Radeon RX 9060 XT 8GB | Gemma 3n E2B model page | AMD Radeon RX 9060 XT 8GB GPU page | VRAM calculator | Check your hardware