Can it run?
Runs well
Using Q4_K_M in Ollama
Fit status
Runs well
Decode
179.4 tok/s
TTFT
1079 ms
Safe context
38K
Memory
5.0 GB / 12.0 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | C | Runs well | 119.6 tok/s | 2354 ms | 74K |
| Chat | C | Runs well | 119.6 tok/s | 883 ms | 19K |
| Coding | C | Runs well | 179.4 tok/s | 1079 ms | 38K |
| RAG | C | Runs well | 119.6 tok/s | 2943 ms | 74K |
| Reasoning | C | Runs well | 119.6 tok/s | 1913 ms | 38K |
How HelpingAI 3B hindi (3B params) fits at each quantization level on Intel Arc B580 12GB (12.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 1.2 GB | Low | D31 |
Q3_K_S | 3 | 1.5 GB | Low | D31 |
NVFP4 | 4 |
| Medium |
| D32 |
Q4_K_M | 4 | 1.8 GB | Medium | D32 |
Q5_K_M | 5 | 2.2 GB | High | D33 |
Q6_K | 6 | 2.5 GB | High | D33 |
Q8_0 | 8 | 3.2 GB | Very High | D34 |
F16Best for your GPU | 16 | 6.1 GB | Maximum | D40 |
