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ace-step-turbo
ACE-Step 1.5 Turbo is a music generation model that can create music from text descriptions, lyrics, or audio samples. Supports both simple text-to-music and advanced music generation with metadata like BPM, key scale, and time signature.

Repository: localaiLicense: mit

acestep-cpp-turbo
ACE-Step 1.5 Turbo (C++ / GGML) — native C++ music generation from text descriptions and lyrics. Two-stage pipeline: text-to-code (Qwen3 LM) + code-to-audio (DiT-VAE). Stereo 48kHz output. Uses Q8_0 quantized models for a good balance of quality and speed.

Repository: localaiLicense: mit

acestep-cpp-turbo-4b
ACE-Step 1.5 Turbo (C++ / GGML) with 4B LM — higher quality music generation from text and lyrics. Uses the larger 4B parameter LM for better metadata/code generation. Stereo 48kHz output.

Repository: localaiLicense: mit

audio-cpp-stable-audio-sfx
Stable Audio 3 Small SFX (audio.cpp, Q8_0) - text to sound effects, served by the audio-cpp backend through /v1/sound-generation. Set duration_seconds to control the length. Text prompt only. The family also has an audio-conditioned editing route upstream, which is not wired here: it aborts the process on the pinned revision, and no field on the sound-generation request can reach it in any case. Q8_0 because upstream records both 16-bit and Q8_0 as "Pass (drift)", so the smaller build costs nothing extra.

Repository: localaiLicense: other