作者： Jakub Rusinowski · 最后更新： 2026年8月15日
Yes, but it's tight — GPT-OSS 20B at MXFP4 needs 10.625 GB of the Intel Arc B580's 12 GB, leaving only ~1.4 GB, ~23 tok/s (est.).
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| VRAM | 12 GB |
| Memory Bandwidth | 456 GB/s |
| Quant | VRAM needed | Fits 12 GB? | Max context |
|---|---|---|---|
| F16 | 41 GB | ✗ No | — |
| Q8_0 | 22.3 GB | ✗ No | — |
| Q6_K | 17.4 GB | ✗ No | — |
| Q5_K_M | 15.2 GB | ✗ No | — |
| Q4_K_M | 13.1 GB | ✗ No | — |
| Q3_K_M | 9.5 GB | ✓ Yes | 32K |
| Q2_K | 7.6 GB | ✓ Yes | 64K |
VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 12 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.
| GPT-OSS 20B | MXFP4 · 10.625 GB · ~23 tok/s (est.) |
At 2 hrs/day, buying (~$249) beats renting at $0.34/hr after about 12 months.
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
Yes, but it's tight — GPT-OSS 20B at MXFP4 needs 10.625 GB of the Intel Arc B580's 12 GB, leaving only ~1.4 GB, ~23 tok/s (est.).
GPT-OSS 20B at MXFP4 quantization (10.625 GB), estimated ~23 tokens/sec.
| Size | VRAM | Verdict | Speed |
|---|---|---|---|
| GPT-oss 120B | 72.5 GB | Does not fit | — |
| GPT-OSS 20B | 10.6 GB | Runs | ~23 tok/s |
← Can I Run It? | GPT-OSS Model Page | Intel Arc B580 GPU Page | Check Your Hardware