Can GeForce RTX 4090 run Gemma 2 9B?

✅ Yes, runs great!

Fits in GPU memory (~74 tok/s)

Memory Needed
15.8 GB
Q8_0, 8K context
Est. Speed
~74 tok/s
Generation speed
GPU VRAM
24 GB
GDDR6X

💡 Recommended

For best quality that fits: Q8_0 quantization

All Quantizations

Q8_0
RECOMMENDED
Runs great
Memory
15.8 GB
Speed
74 tok/s
Bits/weight
8.5
Quality
Highest
Q6_K
Runs great
Memory
13.7 GB
Speed
95 tok/s
Bits/weight
6.6
Quality
High
Q5_K_M
Runs great
Memory
12.6 GB
Speed
110 tok/s
Bits/weight
5.7
Quality
High
Q4_K_M
Runs great
Memory
11.8 GB
Speed
129 tok/s
Bits/weight
4.85
Quality
Good
Q3_K_M
Runs great
Memory
10.8 GB
Speed
161 tok/s
Bits/weight
3.9
Quality
Lower
Q2_K
Runs great
Memory
9.9 GB
Speed
209 tok/s
Bits/weight
3
Quality
Lower

Run with Ollama

ollama run gemma2:9b-q8_0

This will download and run the Q8_0 quantization