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ACE-Step 1.5

safetensors (turbo DiT + LM) · ACE-Step/Ace-Step1.5

queued

PublisherACE-Step
Modalitytext-to-music
Parametersunknown
Card: runs locally with under 4 GB VRAM. Total params not stated on card: unknown. Source: model card.
Formatsafetensors (turbo DiT + LM)
Size on disk9.4 GiB (10,092,102,593 bytes)
Estimated memory to run~8.0 GB (estimate; see method)
Card: runs locally with less than 4 GB VRAM.
Native contextn/a
EngineACE-Step-1.5 (GitHub) · recipe
Licensemit
MIT: commercial OK.
Archive foldermedia
NotesCard: runs locally with under 4 GB VRAM. Total params not stated on card: unknown.

Where it runs

MachineVerdictBudget used
Bosgame M5 (x1)Fits~108-110 GB GPU-usable on Linux with GTT raised (96 GB cap on Windows). Fit budget used here: 108 GB.
Bosgame M5 (x2, RPC)Fits~200-225 GB usable across two nodes. Fit budget used here: 210 GB; 210-225 GB = tight.
MacBook Pro (M4 Max)FitsmacOS caps GPU wired memory by default (~75% = ~27 GB). Raising iogpu.wired_limit_mb to ~32 GB is possible but leaves little for the OS.
Mac mini (M4)Fits~2/3 of 16 GB usable by the GPU by default. Already busy as build box + Hermes/Ollama.
omarchy (AMD desktop)Fits7 GB of the 8 GB VRAM for weights. Offload capacity depends on system RAM, which is unknown today; after the 128 GB upgrade ~110 GB of MoE experts could sit in RAM.
Ugreen DXP2800 NASNoStorage host. Already runs ollama/open-webui containers; only tiny models (e.g. Whisper on CPU) are realistic.
MacBook NeoUnknownSpecs unknown: machine was offline/unreachable on Nov 14 2026.

Token/s = theoretical ceiling from memory bandwidth and active weight bytes; not a benchmark. Nothing on this page is a benchmark score.