github mw00/project-maya v1.1.60

58 minutes ago

GLM-5.3-Flash decodes faster again on AMD Ryzen AI Max APUs (up to ~0.8% vs v1.1.59, back to v1.1.56's speed), turboderp's 2.25 bpw EXL3 quant of DeepSeek in the setup, DFlash2 drafting for GLM-5.3 (744B) as an opt-in, and fixes.

  • Faster: GLM-5.3-Flash on AMD Ryzen AI Max APUs: drafting decode is up to ~0.8% faster than in v1.1.59, back to v1.1.56's speed, with identical answers (how much depends on the system's state; sometimes there is no difference). Since v1.1.57 a routing buffer sized for GLM-5.3 (744B) slowed it; AMD builds now size it for the model. NVIDIA is unchanged.
  • turboderp's DeepSeek-V4.1-Flash EXL3 at 2.25 bpw in the setup: turboderp's 2.25 bpw EXL3 quant is now in the setup's DeepSeek list (--ds4-quant exl3-2.25), the smallest of its EXL3 options: 158.6 GB of weights, about 160 GB in total, VRAM and RAM added together (192 GB recommended); 362 GB on disk with its Engram tables. Every file is pinned and checked. Pictures work, and DeepSeek's sampling and effort, DSpark drafting and the refusal ablation switch work as with the other EXL3 quants. It is listed, never recommended over Maya's own quants. Thanks to turboderp for the quant.
  • GLM-5.3 (744B): DFlash2 drafting as an opt-in: --dflash GGUF in a GLM-5.3 config's "args" now works, with Anbeeld's GLM-5.3-DFlash2-GGUF drafter (CC BY-NC-ND 4.0: non-commercial use only) in place of the model's MTP block. The setup does not offer it: GLM-5.3 keeps drafting with its MTP block by default, which was faster at the default sampling everywhere we measured.
  • README: new speed rows from community reports (#890 thanks @imaginitivename, #895 thanks @digitalhomesteader, #905 and #908 thanks @pepuscz, #934 thanks @bob-u, #939 thanks @scranst, #942 thanks @rim-jaynor), in all four languages.
  • Fixes:
    • GLM-5.3 (744B) on AMD Ryzen AI Max APUs: the setup's context recommendation leaves a little more memory free, so with GLM-5.3-Maya-XS on a 192 GB APU it recommends 32K instead of 64K, where a few experts were still read from the SSD. A longer context you chose is kept, with the warning.

Full list: CHANGELOG.md.

Supported by @wjHunter, @os-groot, @davedgd, @jeanluchayes, @sugattor, @vikcious, @ThatSimpleTech, @router0mail and @davidfernengel.

Maya is free; if it helps you, you can sponsor it: https://github.com/sponsors/mw00

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