Arc B580
38 records across 9 models (quants: PTQ1_0, Q4_0, Q4_K - Medium, Q8_0, QAT, as-published, unspecified).
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 250 | – | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 90 | – | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 44 | – | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 42 | 895 | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 36 | – | – | – | 32768 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (SYCL) | 26.4 | – | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (PrismML SYCL fork) | 21 | 207 | – | – | 131072 | 2026-09 | community | – | source |
| Arc B580 | Bonsai 2 27B | PTQ1_0 | llama.cpp (PrismML SYCL fork) | 8 | – | – | – | 32768 | 2026-09 | community | – | source |
| Arc B580 | Gemma 4 12B | QAT | llama.cpp (SYCL) | 100 | – | – | – | – | 2026-09 | community | – | source |
| Arc B580 | Gemma 4 12B | QAT | llama.cpp (SYCL) | 40 | – | – | – | – | 2026-09 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | 90.8 | – | – | – | – | 2026-10-05 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | 90.7 | 3323 | – | – | – | 2026-10-05 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | 87.0 | – | – | – | – | 2026-10-05 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | 86.2 | 3449 | – | – | – | 2026-10-05 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | – | 896 | – | – | – | 2026-10 | community | – | source |
| Arc B580 | Gemma 4 E4B | Q4_0 | llama.cpp (Vulkan) | – | 2731 | – | – | – | 2026-10 | community | – | source |
| Arc B580 | gemma4 12B Q4_KM | as-published | llama.cpp (SYCL) | 41.34 | 1320.02 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | gemma4 12B Q4_KM | as-published | llama.cpp (SYCL) | 39.96 | 1062.58 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | gemma4 ?B | Q4_K - Medium | llama.cpp (SYCL) | 37.0 | 1133.28 | – | – | tg128 | 2026-08-12 | community | – | source |
| Arc B580 | gemma4 ?B | Q4_K - Medium | llama.cpp (SYCL) | 35.59 | 1303.98 | – | – | tg512 | 2026-08-12 | community | – | source |
| Arc B580 | gemma4 E4B | Q4_0 | llama.cpp (SYCL) | 82.3 | 2763.42 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | gemma4 E4B | Q4_0 | llama.cpp (SYCL) | 81.08 | 1349.62 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | granitemoe 3B | Q8_0 | llama.cpp (SYCL) | 73.04 | 3420.6 | – | – | tg128 | 2026-08-12 | community | – | source |
| Arc B580 | granitemoe 3B | Q8_0 | llama.cpp (SYCL) | 71.02 | 3611.53 | – | – | tg512 | 2026-08-12 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 88.13 | 893.17 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 86.54 | 1806.18 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 83.67 | 1954.15 | – | – | tg128 | 2026-06-13 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 83.39 | 1542.23 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 82.85 | 1631.3 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 82.49 | 2015.51 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 78.15 | 1737.0 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 77.92 | 1851.35 | – | – | tg128 | 2026-06-04 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 73.76 | 2063.52 | – | – | tg128 | 2026-05-27 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (Vulkan) | 72.0 | 419.49 | – | – | tg128 | 2025-09-20 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (Vulkan) | 70.14 | 620.94 | – | – | tg128 | 2025-09-20 | community | – | source |
| Arc B580 | llama 7B | Q4_0 | llama.cpp (SYCL) | 65.67 | 1721.91 | – | – | tg128 | 2026-05-27 | community | contradiction | source |
| Arc B580 | Qwen3 14B | unspecified | llama.cpp (Vulkan) | 40.0 | – | – | – | – | 2026-10-05 | community | – | source |
| Arc B580 | Qwen3 14B | unspecified | llama.cpp (Vulkan) | 40.0 | – | – | – | – | 2026-10-05 | community | – | source |
All rows cite their source. Provenance: community 40018 sourced 1085