Can it run?
Runs well
Using Q4_K_M in Ollama
Fit status
Runs well
Decode
102.1 tok/s
TTFT
1896 ms
Safe context
28K
Memory
4.6 GB / 8.0 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | B | Runs well | 102.1 tok/s | 2758 ms | 54K |
| Chat | C | Runs well | 102.1 tok/s | 1034 ms | 14K |
| Coding | C | Runs well | 102.1 tok/s | 1896 ms | 28K |
| RAG | B | Runs well | 102.1 tok/s | 3447 ms | 54K |
| Reasoning | C | Runs well | 102.1 tok/s | 2240 ms | 28K |
How Qwen2.5 3B Instruct (3B params) fits at each quantization level on RTX 2000 Ada Laptop 8GB (8.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 1.2 GB | Low | D33 |
Q3_K_S | 3 | 1.5 GB | Low | D33 |
NVFP4 | 4 | 1.7 GB | Medium | D34 |
Q4_K_M | 4 | 1.8 GB | Medium | D34 |
Q5_K_M | 5 | 2.2 GB | High | D35 |
Q6_K | 6 | 2.5 GB | High | D36 |
Q8_0Best for your GPU | 8 | 3.2 GB | Very High | D38 |
F16 | 16 | 6.1 GB | Maximum | C44 |
