Instructions to use mlx-community/ACE-Step-1.5-planner-0.6B-bf16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/ACE-Step-1.5-planner-0.6B-bf16 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download mlx-community/ACE-Step-1.5-planner-0.6B-bf16 --local-dir ACE-Step-1.5-planner-0.6B-bf16
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Configuration Parsing Warning:Config file tokenizer_config.json cannot be fetched (too big)
mlx-community/ACE-Step-1.5-planner-0.6B-bf16
ACE-Step 1.5 planner 0.6B (the lite 5 Hz language model) — MLX, bf16. Converted from ACE-Step/Ace-Step1.5 @ 19671f4 by the converter of
xocialize/mlx-ace-step-swift (Tools/convert/convert.py, mlx 0.32.4), a full
port of ace-step/ACE-Step-1.5 @ ca1e85f to Swift-MLX.
What is in the bundle
ACE-Step/acestep-5Hz-lm-0.6B @ 148d8ea: the lite planner, a Qwen3-0.6B fine-tune with the same 217 204-token vocabulary
and the same two-phase plan (reasoning block, then audio codes), in mlx-lm's model.* layout with the tokenizer files. 310
tensors, bit-equal to the checkpoint. It is the package's planner: .lite0_6B tier (the 24 GB-Mac tier); on the port's
12-song gate it read PER 0.179 against the 1.7B planner's 0.108–0.197 across draws.
Licence
MIT. The Hugging Face repository ACE-Step/Ace-Step1.5 ships no LICENSE file; its model-card tag and README state MIT and the GitHub LICENSE (Copyright (c) 2026 ACEStep) is the controlling text. The Qwen3 base model is Apache-2.0.
The full notice travels with the bundle as NOTICE; LICENSE is the MIT text. Nothing in the weights is modified beyond the
layout conversion (key prefix / conv layout / weight-norm folding) — the converter Tools/convert/convert.py in
xocialize/mlx-ace-step-swift is gated bit-equal against upstream's own
dit_convert.py / vae_convert.py (its MEASUREMENTS.md §V1).
Use
This bundle is one of the four (five, with the lite planner) weight sources of the Swift package
xocialize/mlx-ace-step-swift, which runs ACE-Step 1.5 on Apple Silicon through
MLX Swift and plugs into MLXEngine on the
music capability (caption + lyrics → a 48 kHz stereo song; reference-audio timbre; cover / repaint / extend of a source clip;
LRC timestamps). The package's ACEStepConfiguration names these repos and the engine materialises them; the parity gates
against the upstream oracle (fp32, TF32 off) are recorded in the package's MEASUREMENTS.md.
let engine = MLXServeEngine()
let id = try await engine.register(ACEStepPackage.registration, configuration: ACEStepConfiguration(quant: .bf16))
try await engine.prepare(.music, package: id)
let song = try await engine.run(MusicRequest(caption: "…", lyrics: "[Verse]\n…", durationSeconds: 120, seed: 7), package: id)
Upstream: ACE-Step/Ace-Step1.5 @ 19671f4 (weights),
ace-step/ACE-Step-1.5 @ ca1e85f (code) — ACE Studio + StepFun,
tech report.
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Base model
ACE-Step/acestep-5Hz-lm-0.6B