Can Radeon RX 7900 XTX run Gemma 3 12B?

✅ Yes, runs great!

Fits in GPU memory (~53 tok/s)

Memory Needed
18.8 GB
Q8_0, 8K context
Est. Speed
~53 tok/s
Generation speed
GPU VRAM
24 GB
GDDR6

💡 Recommended

For best quality that fits: Q8_0 quantization

All Quantizations

Q8_0
RECOMMENDED
Runs great
Memory
18.8 GB
Speed
53 tok/s
Bits/weight
8.5
Quality
Highest
Q6_K
Runs great
Memory
15.9 GB
Speed
68 tok/s
Bits/weight
6.6
Quality
High
Q5_K_M
Runs great
Memory
14.4 GB
Speed
79 tok/s
Bits/weight
5.7
Quality
High
Q4_K_M
Runs great
Memory
13.2 GB
Speed
92 tok/s
Bits/weight
4.85
Quality
Good
Q3_K_M
Runs great
Memory
12.0 GB
Speed
115 tok/s
Bits/weight
3.9
Quality
Lower
Q2_K
Runs great
Memory
10.8 GB
Speed
149 tok/s
Bits/weight
3
Quality
Lower

Run with Ollama

ollama run gemma3:12b-q8_0

This will download and run the Q8_0 quantization

View all GPUs for Gemma 3 12BView all models for Radeon RX 7900 XTX