Can GeForce RTX 3060 12GB run Yi 6B?

✅ Yes, runs great!

Fits in GPU memory (~40 tok/s)

Memory Needed
8.1 GB
Q8_0, 8K context
Est. Speed
~40 tok/s
Generation speed
GPU VRAM
12 GB
GDDR6

💡 Recommended

For best quality that fits: Q8_0 quantization

All Quantizations

Q8_0
RECOMMENDED
Runs great
Memory
8.1 GB
Speed
40 tok/s
Bits/weight
8.5
Quality
Highest
Q6_K
Runs great
Memory
6.6 GB
Speed
51 tok/s
Bits/weight
6.6
Quality
High
Q5_K_M
Runs great
Memory
5.9 GB
Speed
59 tok/s
Bits/weight
5.7
Quality
High
Q4_K_M
Runs great
Memory
5.4 GB
Speed
69 tok/s
Bits/weight
4.85
Quality
Good
Q3_K_M
Runs great
Memory
4.7 GB
Speed
86 tok/s
Bits/weight
3.9
Quality
Lower
Q2_K
Runs great
Memory
4.1 GB
Speed
112 tok/s
Bits/weight
3
Quality
Lower

Run with Ollama

ollama run yi:6b-q8_0

This will download and run the Q8_0 quantization

View all GPUs for Yi 6BView all models for GeForce RTX 3060 12GB