Ling-3.0-tiny
40 records across 9 hardware.
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 183.8 | 1024.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 156.7 | 4816.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M4 Pro | Ling-3.0-tiny | oQ4e | oMLX | 134.1 | 1819.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 121.0 | 2792.0 | – | – | 32768 | 2026-10-09 | community | – | source |
| M4 Pro | Ling-3.0-tiny | oQ8e | oMLX | 116.9 | 1931.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ4e | oMLX | 113.0 | 1794.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ4e | oMLX | 110.5 | 2046.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M4 Pro | Ling-3.0-tiny | 8bit | oMLX | 109.8 | 2020.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M4 Pro | Ling-3.0-tiny | oQ8e | oMLX | 108.5 | 1782.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ4e | oMLX | 108.4 | 1723.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M3 Ultra | Ling-3.0-tiny | oQ6e | oMLX | 107.2 | 3854.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M4 Pro | Ling-3.0-tiny | 8bit | oMLX | 107.0 | 1976.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ4e | oMLX | 106.4 | 2035.0 | – | – | 4096 | 2026-10-08 | community | – | source |
| M4 Pro | Ling-3.0-tiny | 8bit | oMLX | 103.6 | 2028.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Ling-3.0-tiny | oQ6e | oMLX | 102.9 | 4049.0 | – | – | 32768 | 2026-10-08 | community | – | source |
| M3 Ultra | Ling-3.0-tiny | oQ6e | oMLX | 101.8 | 4034.0 | – | – | 32768 | 2026-10-08 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 101.3 | 1210.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 95.3 | 830.1 | – | – | 1024 | 2026-10-11 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 95.3 | 830.1 | – | – | 1024 | 2026-10-11 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 95.3 | 1245.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M3 Max | Ling-3.0-tiny | oQ4e | oMLX | 95.2 | 1706.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 94.6 | 1456.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M4 Pro | Ling-3.0-tiny | oQ8e | oMLX | 93.7 | 1700.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M3 Ultra | Ling-3.0-tiny | oQ6e | oMLX | 89.9 | 2990.0 | – | – | 65536 | 2026-10-08 | community | – | source |
| M3 Ultra | Ling-3.0-tiny | oQ6e | oMLX | 89.7 | 3006.0 | – | – | 65536 | 2026-10-08 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ8 | oMLX | 89.0 | 1531.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 88.3 | 199.9 | – | – | 1024 | 2026-10-09 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 88.1 | 957.3 | – | – | 4096 | 2026-10-11 | community | – | source |
| M4 | Ling-3.0-tiny | oQ4e | oMLX | 88.1 | 957.3 | – | – | 4096 | 2026-10-11 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ8 | oMLX | 84.3 | 1854.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | Ling-3.0-tiny | 8bit | oMLX | 75.7 | 1810.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M3 Max | Ling-3.0-tiny | oQ8e | oMLX | 73.7 | 1543.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Pro | Ling-3.0-tiny | oQ8e | oMLX | 67.7 | 1293.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 | Ling-3.0-tiny | oQ4e | oMLX | 63.9 | 873.6 | – | – | 16384 | 2026-10-08 | community | – | source |
| M1 Max | Ling-3.0-tiny | oQ8 | oMLX | 56.9 | 1154.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M3 | Ling-3.0-tiny | oQ4e | oMLX | 48.1 | 690.7 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 | Ling-3.0-tiny | oQ4e | oMLX | 47.1 | 670.2 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Ling-3.0-tiny | oQ4e | oMLX | 43.2 | 2160.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M1 | Ling-3.0-tiny | oQ6e | oMLX | 41.0 | 611.7 | – | – | 1024 | 2026-10-07 | community | – | source |
| M1 | Ling-3.0-tiny | oQ6e | oMLX | 36.7 | 644.6 | – | – | 8192 | 2026-10-07 | community | – | source |