LFM2.5-24B-A2B
503 records across 18 hardware.
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 172.0 | 4816.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 161.4 | 2504.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 161.1 | 2236.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 160.6 | 3178.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 159.4 | 6595.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 154.0 | 2261.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 150.6 | 2557.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 147.9 | 2361.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 147.8 | 5753.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 146.5 | 1988.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 146.0 | 2059.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 142.8 | 2326.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 140.5 | 1830.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 139.5 | 1937.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 137.4 | 3543.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 136.9 | 3537.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 136.3 | 1995.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 136.2 | 3283.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 135.4 | 4142.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 135.1 | 4142.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 133.2 | 4051.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 133.1 | 4056.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 131.0 | 2367.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 130.8 | 1338.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 128.6 | 2162.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 128.3 | 3551.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 127.1 | 1863.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 126.8 | 4705.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 126.4 | 4625.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 126.0 | 3416.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 125.2 | 1700.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 124.8 | 1854.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 124.6 | 3844.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 124.0 | 2116.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 124.0 | 2925.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 123.4 | 2336.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 123.3 | 3861.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 123.0 | 3474.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 123.0 | 3474.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 122.7 | 3056.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 122.5 | 3934.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 122.5 | 3934.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 122.4 | 2686.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 122.4 | 3905.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 120.5 | 4271.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 120.5 | 2013.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 120.1 | 1745.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 120.0 | 1700.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 119.6 | 1586.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 119.2 | 3172.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 118.7 | 2220.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 118.5 | 3850.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | LFM2.5-24B-A2B | bf16 | oMLX | 118.1 | 1545.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 117.0 | 1946.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 6bit | oMLX | 116.8 | 1952.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Ultra | LFM2.5-24B-A2B | bf16 | oMLX | 116.5 | 4059.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 115.9 | 1950.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 114.3 | 4475.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 114.1 | 4273.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 114.1 | 1985.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 113.2 | 1645.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 113.2 | 1645.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 112.8 | 1931.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 5bit | oMLX | 112.3 | 1529.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 111.7 | 1518.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 111.2 | 3057.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 111.2 | 965.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 110.9 | 944.8 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 110.3 | 935.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 110.3 | 966.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 110.0 | 980.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 109.8 | 4299.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 109.8 | 1604.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 109.8 | 1604.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 109.7 | 953.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 109.7 | 953.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 109.6 | 950.3 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 109.6 | 950.3 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 109.2 | 2034.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 108.5 | 959.5 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 108.5 | 959.5 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 108.3 | 939.8 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 107.7 | 1148.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 107.5 | 1030.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 107.5 | 1046.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.8 | 1036.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.8 | 1270.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.6 | 1031.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.6 | 1031.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.5 | 1028.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.5 | 1028.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 106.4 | 1018.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 106.3 | 1774.0 | – | – | 32768 | 2026-10-17 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 105.2 | 1033.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 105.2 | 1036.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 105.2 | 1036.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 104.6 | 2436.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 104.5 | 4488.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 104.5 | 4488.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 104.5 | 2254.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 104.2 | 3536.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 104.2 | 3793.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 104.0 | 1260.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 103.9 | 3189.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 103.8 | 3688.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 103.4 | 1419.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 103.4 | 1419.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 101.6 | 936.7 | – | – | 1024 | 2026-10-14 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 101.5 | 1505.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 101.5 | 1505.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 100.5 | 1007.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 100.4 | 4412.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 100.3 | 2210.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.9 | 1006.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.9 | 1006.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.8 | 1006.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.8 | 1006.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.5 | 4068.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 99.5 | 3691.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.1 | 4011.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 99.0 | 1006.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 99.0 | 3259.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 98.9 | 1005.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 98.8 | 2421.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 98.7 | 960.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 98.6 | 931.9 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 98.5 | 1003.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 98.3 | 963.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 98.0 | 1496.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 98.0 | 4873.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 97.9 | 1008.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 97.9 | 1008.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 97.7 | 959.7 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 97.5 | 2159.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 97.3 | 1039.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 97.0 | 1039.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 96.7 | 1236.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 96.4 | 2220.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 96.2 | 3511.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 96.1 | 1314.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 96.0 | 1911.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 95.2 | 2709.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 95.1 | 1023.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M2 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 94.7 | 1740.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 94.5 | 1536.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 93.1 | 1509.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 93.0 | 3857.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 92.6 | 2356.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 92.0 | 925.8 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 92.0 | 3850.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 91.6 | 3400.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 91.6 | 3749.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 91.5 | 1665.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 91.5 | 1665.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 91.5 | 1011.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 91.5 | 995.7 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 91.3 | 2087.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 91.3 | 2087.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 91.2 | 1009.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 90.9 | 3724.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 90.5 | 922.1 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 90.4 | 1437.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 90.3 | 922.4 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 90.3 | 922.4 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 90.0 | 921.9 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 89.8 | 1034.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 89.7 | 2331.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 5bit | oMLX | 89.7 | 1060.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 89.5 | 1017.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 89.3 | 964.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 89.1 | 3339.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M6 | LFM2.5-24B-A2B | 3bit | oMLX | 89.1 | 1858.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 88.5 | 1244.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 88.5 | 1244.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 88.3 | 2044.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 88.3 | 2044.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 88.2 | 1177.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 88.1 | 1713.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 87.8 | 960.3 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 87.7 | 1037.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 87.7 | 1035.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 87.7 | 1035.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 87.5 | 950.6 | – | – | 16384 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 87.5 | 950.6 | – | – | 16384 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 87.2 | 945.2 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 87.1 | 2076.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 87.1 | 1279.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 86.7 | 1688.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 86.7 | 1243.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 86.7 | 1280.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 86.7 | 1280.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 86.6 | 1306.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | bf16 | oMLX | 86.5 | 4544.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 86.4 | 958.7 | – | – | 16384 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 86.1 | 974.2 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 86.1 | 869.1 | – | – | 1024 | 2026-10-18 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 86.0 | 1796.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 85.9 | 1277.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 85.6 | 3126.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 85.6 | 3126.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 85.5 | 2577.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 85.5 | 2577.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 85.2 | 3950.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 85.2 | 2577.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 85.1 | 939.4 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 84.5 | 4066.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 84.5 | 3713.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 84.4 | 3457.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 84.4 | 3457.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 84.3 | 4016.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 84.2 | 1013.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 84.1 | 4538.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 83.3 | 1769.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 83.3 | 1769.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 4bit | oMLX | 82.9 | 4133.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 82.9 | 2991.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 82.8 | 1011.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 82.6 | 3486.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 82.6 | 1032.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 82.4 | 4301.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 82.3 | 2982.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M6 | LFM2.5-24B-A2B | 4bit | oMLX | 82.3 | 2982.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 82.1 | 1822.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 82.0 | 922.8 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 81.7 | 4347.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 81.7 | 4347.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 81.7 | 887.6 | – | – | 1024 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 81.7 | 887.6 | – | – | 1024 | 2026-10-18 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 81.5 | 952.7 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 81.3 | 992.6 | – | – | 8192 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 80.7 | 734.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 80.6 | 4284.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 80.5 | 1703.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 80.3 | 947.8 | – | – | 16384 | 2026-10-15 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 80.2 | 2074.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 80.2 | 4179.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 79.5 | 3465.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 79.5 | 1265.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 79.3 | 664.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M1 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 79.3 | 1029.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | oQ8e | oMLX | 79.2 | 1668.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 78.7 | 4295.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 5bit | oMLX | 78.3 | 1165.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 78.3 | 4915.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | oQ8e | oMLX | 78.1 | 2069.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 78.0 | 797.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 78.0 | 827.9 | – | – | 1024 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 77.8 | 1260.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 77.6 | 2969.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 77.6 | 2084.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 77.6 | 1024.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 77.6 | 1024.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 77.4 | 637.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 77.4 | 2100.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 77.2 | 4158.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 77.0 | 1329.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 76.8 | 935.2 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 76.6 | 786.6 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 76.5 | 4178.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 76.5 | 4178.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 76.5 | 1212.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 76.4 | 1006.0 | – | – | 8192 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 76.4 | 1006.0 | – | – | 8192 | 2026-10-18 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 75.7 | 719.1 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 75.5 | 4266.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 75.5 | 946.6 | – | – | 16384 | 2026-10-18 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 75.3 | 1188.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 75.3 | 1188.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 75.2 | 3258.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 75.1 | 770.3 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 75.1 | 1218.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 74.6 | 1168.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 74.5 | 4753.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 | LFM2.5-24B-A2B | 4bit | oMLX | 74.2 | 2299.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 73.7 | 1381.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 73.7 | 1381.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 73.5 | 4099.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 72.8 | 1157.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 72.5 | 2999.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 72.2 | 1223.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 71.9 | 1272.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 71.8 | 1723.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 71.6 | 1681.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 71.6 | 3724.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M3 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 71.5 | 917.4 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 71.3 | 755.4 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 71.2 | 1955.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 71.1 | 1444.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 71.1 | 2019.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 71.0 | 1839.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 70.9 | 1916.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 | LFM2.5-24B-A2B | 4bit | oMLX | 70.9 | 2335.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 70.5 | 977.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 4bit | oMLX | 70.5 | 977.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 70.5 | 960.5 | – | – | 16384 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 70.5 | 960.5 | – | – | 16384 | 2026-10-18 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 70.4 | 993.6 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 70.0 | 850.2 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 70.0 | 1841.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M6 | LFM2.5-24B-A2B | 3bit | oMLX | 70.0 | 2423.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 69.9 | 851.4 | – | – | 32768 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 69.9 | 851.4 | – | – | 32768 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 69.9 | 4338.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 69.9 | 4338.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 69.7 | 1900.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 69.2 | 850.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 3bit | oMLX | 69.0 | 465.7 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 68.9 | 896.4 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 68.2 | 3448.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 68.2 | 3448.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M3 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 68.2 | 989.9 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 67.5 | 3825.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 67.5 | 3825.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 67.1 | 636.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Max | LFM2.5-24B-A2B | oQ4e | oMLX | 66.9 | 1052.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | 8bit | oMLX | 66.7 | 4573.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 | LFM2.5-24B-A2B | oQ4e | oMLX | 66.5 | 1815.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 66.1 | 849.4 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 66.1 | 850.7 | – | – | 32768 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 65.6 | 828.8 | – | – | 32768 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 65.6 | 838.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 3bit | oMLX | 65.3 | 526.8 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 65.1 | 1250.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 65.1 | 1250.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 | LFM2.5-24B-A2B | oQ4e | oMLX | 64.5 | 1784.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 64.4 | 3163.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 64.4 | 752.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 64.2 | 3678.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 64.0 | 773.6 | – | – | 32768 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 63.4 | 671.5 | – | – | 1024 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 63.4 | 671.5 | – | – | 1024 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 63.4 | 866.1 | – | – | 32768 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 62.6 | 682.2 | – | – | 16384 | 2026-10-16 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 62.5 | 1151.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 62.3 | 1057.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 62.3 | 1057.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 61.8 | 2962.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 61.7 | 2944.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 61.6 | 690.4 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 61.6 | 651.1 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 61.6 | 2246.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 61.2 | 2558.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 60.9 | 1516.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 60.8 | 618.4 | – | – | 1024 | 2026-10-18 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 60.4 | 617.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 60.3 | 2914.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M5 | LFM2.5-24B-A2B | 4bit | oMLX | 60.2 | 2231.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 59.9 | 593.1 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 59.9 | 593.1 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | LFM2.5-24B-A2B | 5bit | oMLX | 59.8 | 2372.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ5e | oMLX | 59.7 | 1163.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 59.4 | 2954.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 59.2 | 648.9 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 58.8 | 655.7 | – | – | 4096 | 2026-10-18 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 58.1 | 654.6 | – | – | 4096 | 2026-10-15 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 57.6 | 395.2 | – | – | 1024 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 57.6 | 395.2 | – | – | 1024 | 2026-10-17 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 57.6 | 873.7 | – | – | 32768 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 57.6 | 873.7 | – | – | 32768 | 2026-10-18 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 57.4 | 635.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 57.4 | 635.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 57.2 | 512.2 | – | – | 8192 | 2026-10-13 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 57.0 | 1176.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 57.0 | 1176.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 57.0 | 484.7 | – | – | 1024 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 56.8 | 683.6 | – | – | 16384 | 2026-10-16 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 56.8 | 683.6 | – | – | 16384 | 2026-10-16 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 3bit | oMLX | 56.8 | 490.3 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 | LFM2.5-24B-A2B | 4bit | oMLX | 56.0 | 2004.0 | – | – | 32768 | 2026-10-17 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 55.8 | 1103.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 55.8 | 1103.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 55.8 | 3377.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 55.8 | 3377.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 55.7 | 575.5 | – | – | 1024 | 2026-10-16 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 55.5 | 1428.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 55.5 | 3129.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 54.6 | 608.9 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 54.6 | 628.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 54.6 | 427.3 | – | – | 4096 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 54.6 | 427.3 | – | – | 4096 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 54.5 | 1201.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 54.3 | 3013.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 54.3 | 3013.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 54.2 | 753.9 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 53.9 | 2463.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Max | LFM2.5-24B-A2B | bf16 | oMLX | 53.6 | 3793.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 53.6 | 530.5 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 53.4 | 535.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 53.4 | 3096.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 53.3 | 947.7 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 52.3 | 503.1 | – | – | 1024 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 52.3 | 503.1 | – | – | 1024 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 51.7 | 502.2 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 51.4 | 432.6 | – | – | 8192 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 51.4 | 432.6 | – | – | 8192 | 2026-10-17 | community | – | source |
| M2 Max | LFM2.5-24B-A2B | 8bit | oMLX | 50.9 | 961.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 50.8 | 536.6 | – | – | 4096 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 50.8 | 536.6 | – | – | 4096 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 50.8 | 1056.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 50.8 | 1056.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 50.6 | 698.1 | – | – | 65536 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 50.6 | 698.1 | – | – | 65536 | 2026-10-15 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 50.0 | 535.4 | – | – | 4096 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 49.6 | 703.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 49.0 | 1102.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 48.7 | 478.6 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | 8bit | oMLX | 48.2 | 2173.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 48.1 | 510.6 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 48.1 | 510.6 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 48.0 | 470.9 | – | – | 16384 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 47.7 | 736.3 | – | – | 65536 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 46.3 | 472.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 46.3 | 1847.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 46.3 | 413.2 | – | – | 16384 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 46.3 | 413.2 | – | – | 16384 | 2026-10-17 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 45.5 | 739.9 | – | – | 65536 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 45.5 | 739.9 | – | – | 65536 | 2026-10-18 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 45.2 | 554.7 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 45.2 | 2091.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 8bit | oMLX | 45.2 | 1109.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 44.5 | 2301.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 44.4 | 568.9 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 43.7 | 461.1 | – | – | 16384 | 2026-10-13 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 43.7 | 676.2 | – | – | 32768 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 8bit | oMLX | 43.7 | 676.2 | – | – | 32768 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ5e | oMLX | 42.7 | 2148.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 42.7 | 498.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 41.9 | 447.1 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 41.9 | 447.1 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 41.7 | 877.4 | – | – | 65536 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | oQ8e | oMLX | 41.7 | 877.4 | – | – | 65536 | 2026-10-15 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ6e | oMLX | 41.0 | 2164.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 6bit | oMLX | 40.8 | 423.6 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 39.8 | 418.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M6 | LFM2.5-24B-A2B | 3bit | oMLX | 38.4 | 1902.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M1 Ultra | LFM2.5-24B-A2B | 4bit | oMLX | 37.8 | 888.1 | – | – | 199680 | 2026-10-17 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 5bit | oMLX | 36.8 | 422.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 36.8 | 563.8 | – | – | 131072 | 2026-10-18 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 36.6 | 627.4 | – | – | 131072 | 2026-10-14 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 35.7 | 833.1 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 33.9 | 627.6 | – | – | 32768 | 2026-10-16 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 33.9 | 378.2 | – | – | 65536 | 2026-10-16 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 32.1 | 514.6 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Pro | LFM2.5-24B-A2B | 4bit | oMLX | 32.1 | 514.6 | – | – | 131072 | 2026-10-15 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 32.0 | 565.9 | – | – | 131072 | 2026-10-18 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | Mixed-4-8 | oMLX | 32.0 | 565.9 | – | – | 131072 | 2026-10-18 | community | – | source |
| M5 Pro | LFM2.5-24B-A2B | oQ8e | oMLX | 30.5 | 2316.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 29.9 | 429.5 | – | – | 65536 | 2026-10-16 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 29.9 | 429.5 | – | – | 65536 | 2026-10-16 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 29.1 | 816.2 | – | – | 131072 | 2026-10-13 | community | – | source |
| M3 Max | LFM2.5-24B-A2B | 8bit | oMLX | 29.1 | 816.2 | – | – | 131072 | 2026-10-13 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 27.7 | 347.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 27.7 | 347.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 26.4 | 308.1 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 26.0 | 517.2 | – | – | 4096 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 26.0 | 517.2 | – | – | 4096 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 24.8 | 255.1 | – | – | 32768 | 2026-10-14 | community | – | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 24.8 | 255.1 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 23.3 | 274.8 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 20.5 | 514.4 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.7 | 517.9 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.7 | 496.9 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.5 | 505.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.3 | 494.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.2 | 497.9 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.0 | 495.6 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 19.0 | 495.6 | – | – | 16384 | 2026-10-14 | community | – | source |
| M1 Max | LFM2.5-24B-A2B | 4bit | oMLX | 18.8 | 168.8 | – | – | 8192 | 2026-10-18 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 18.5 | 515.5 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 18.0 | 519.6 | – | – | 8192 | 2026-10-14 | community | – | source |
| AMD Ryzen 7 8845H | LFM2.5-24B-A2B | Q4_K_M | llama.cpp | 17.64 | – | – | – | 32768 | 2026-10-21 | sourced | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.9 | 449.9 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.6 | 520.6 | – | – | 8192 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.5 | 515.9 | – | – | 8192 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.5 | 448.7 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.5 | 335.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.3 | 507.7 | – | – | 8192 | 2026-10-14 | community | – | source |
| M4 Max | LFM2.5-24B-A2B | 4bit | oMLX | 16.3 | 754.5 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.1 | 343.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.1 | 516.1 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 16.1 | 516.1 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 15.9 | 449.6 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 15.9 | 449.6 | – | – | 32768 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 15.6 | 348.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 15.5 | 444.8 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 15.2 | 206.6 | – | – | 131072 | 2026-10-16 | community | – | source |
| AMD Ryzen 7 8845H | LFM2.5-24B-A2B | Q4_K_M | llama.cpp | 15.156 | – | – | – | 32768 | 2026-10-21 | sourced | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 14.7 | 444.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 14.5 | 340.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 14.2 | 463.9 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 13.9 | 487.8 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 | LFM2.5-24B-A2B | 4bit | oMLX | 12.6 | 264.5 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 11.0 | 463.9 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 10.9 | 425.1 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 10.6 | 426.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 10.2 | 375.9 | – | – | 65536 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 10.2 | 375.9 | – | – | 65536 | 2026-10-14 | community | – | source |
| M4 | LFM2.5-24B-A2B | 4bit | oMLX | 9.3 | 211.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 9.0 | 411.6 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 8.9 | 265.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 7.7 | 337.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 5.1 | 236.7 | – | – | 131072 | 2026-10-14 | community | – | source |
| M1 Pro | LFM2.5-24B-A2B | oQ4e | oMLX | 5.1 | 236.7 | – | – | 131072 | 2026-10-14 | community | – | source |