Congrats to
@Zai_org on GLM-5.3-Flash! Day 0 support in Nativ ๐
320B params, 18B active ยท 1M native context ยท fully on-device.
On an M3 Ultra (512GB) with Nativ v0.3.4, standard 4-bit MLX:
โก Up to 505 tok/s prefill ยท 32 tok/s decode
๐ Batch 4 lifts decode to 70.9 tok/s
๐พ Peak under 380GB, fully resident, no offload
๐ Benchmarked to 128K context
A 320B MoE running entirely on your Mac.
Try Nativ ๐