Can GeForce RTX 4090 run Mixtral 8x7B?

✅ Yes, runs great!

Fits in GPU memory (~44 tok/s)

Memory Needed
19.2 GB
Q2_K, 8K context
Est. Speed
~44 tok/s
Generation speed
GPU VRAM
24 GB
GDDR6X

💡 Recommended

For best quality that fits: Q2_K quantization

All Quantizations

Q8_0
Won't run
Memory
50.7 GB
Speed
N/A
Bits/weight
8.5
Quality
Highest
Q6_K
Won't run
Memory
40.2 GB
Speed
N/A
Bits/weight
6.6
Quality
High
Q5_K_M
Runs slowly
Memory
32.2 GB
Speed
5 tok/s
Bits/weight
5.7
Quality
High
Q4_K_M
Runs slowly
Memory
28.2 GB
Speed
5 tok/s
Bits/weight
4.85
Quality
Good
Q3_K_M
Runs slowly
Memory
23.5 GB
Speed
7 tok/s
Bits/weight
3.9
Quality
Lower
Q2_K
RECOMMENDED
Runs great
Memory
19.2 GB
Speed
44 tok/s
Bits/weight
3
Quality
Lower

Run with Ollama

ollama run mixtral:8x7b-q2_k

This will download and run the Q2_K quantization

View all GPUs for Mixtral 8x7BView all models for GeForce RTX 4090