github beamivalice/sushi v1.2.3
sushi v1.2.3

7 hours ago

v1.2.3 — Faster GLM, 32-bit Qwen GDN state

  • GLM-5.3-Flash is faster with the same output: decode without DFlash2 runs about 9% faster and prompt processing
    about 5% faster, token for token identical to before.
  • Qwen3.8-Flash-Next forgets at its true rate: the linear-attention decay gate and recurrent state are now f32,
    which a bf16 gate rounded to "never forget" for the slowest heads. A cached checkpoint grows by 54 MB and four-stream
    throughput drops about 2%, so --qwen-gdn 16 keeps the bf16 state (the gate stays f32) to save memory on smaller
    Macs, and the 32 GB, 48 GB and 64 GB launch lines use it. --qwen-gdn now takes 32 or 16: drop a v1.2.2
    --qwen-gdn fp32, which is the default now. The Qwen SSD prefix cache starts empty on the first boot after this
    change, since older entries hold a bf16 gate.
  • 64 GB Macs boot the recommended context again: the load check no longer asks for 1 GB more than the requested
    context needs, which could refuse the documented 64 GB launch (--ctx-size 250000) in v1.2.2.
  • GLM keeps its speed in sushi run: DFlash2 now stays on for requests that carry logit_bias or
    tool_choice: "none", which every sushi run turn sends, so thinking answers there decode about 40% faster.
  • Less memory per request with the SSD prefix cache: Qwen and GLM write each prefill checkpoint to the SSD as they
    go and keep only the newest two in memory, where they held up to 16 and 9. A long Qwen request bills about 1.7 GiB
    less (0.9 GiB at --qwen-gdn 16) and a GLM one about 1.3 GB less, so a 48 GB Mac now reaches 200k tokens on
    Sushi-2bpw (was 160k) and a 64 GB Mac 528k on Sushi-2.6bpw (was 480k). With a RAM prefix cache beside the SSD,
    Qwen, GLM and MiMo keep only an entry's newest two restore points in RAM. Restores from the SSD give the same output,
    and a long GLM prompt sent again restores from its very end instead of re-reading its last 2k tokens.
  • Small Macs get the context they advertise: Qwen's auto context is now the largest one its request admission
    accepts, so a prompt within the advertised context is no longer refused on a tight Mac, and the load check honors a
    raised iogpu.wired_limit_mb instead of refusing a model that limit fits.

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