Venture candidateAutomated record
ACE-Step
Emerging specialist
01
PUBLIC TRACTION
Usage, audience and developer pull
105.3KHF model downloads5.3K per model
1.3KHF followers3.7K total likes
17.8KGitHub stars2.3K forks
20Model portfolio0 datasets · 2 Spaces
WHY IT IS ON THE RADAR
Emerging specialist
- Shipping now
02
MODEL FOOTPRINT
What it publishes
Audio/Speech
Most popular HF repositoryACE-Step/Ace-Step1.553.6K downloads · 843 likes ↗
- Top tasks
- text-to-audio (17), audio-text-to-text (1)
- Model sizes
- 3-10B (7); 0.5-3B (6); Unknown (5); 10-30B (2)
- Base families
- Not declared
- Libraries
- transformers, diffusers, peft, stable-audio-tools
03
DEVELOPER ACTIVITY
How it ships
Original repositories8
Forked repositories3
Pushed in 90 days2
Archived share0%
Most-starred repositoryace-step/ACE-Step-1.512.5K stars · 1.6K forks ↗
- Languages
- Python, HTML, C++, TypeScript, Shell
- Topics
- text2music, ace-step, audio-plugin, daw, ggml, music-generation, vst3
- Latest release
- ace-step/ACE-Step-1.5 · May 18, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- HF modelModel published or updated ↗
- HF SpaceSpace published or updated ↗
- GitHub releaseRelease v0.1.8 ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers, PEFT, Transformers
- Compute
- Not disclosed
- Hardware
- A100
- Tracking
- Not disclosed
- Bottlenecks
- Licensing / rights, Evaluation
“Not disclosed” means no evidence was found in the sampled public metadata or top model card—not that the lab does not use the tool.
06
COMPARABLE LABS
Nearest modality peers
Kitten ML
Soul-AILab
Ultravox.ai
Pipecat
pyannoteINVESTOR DILIGENCE
Validate repeat users, benchmark delta, data advantage, distribution channel, and financing need.
- HF member count is only a public-profile proxy
MISSING FROM THIS RECORD
websiteheadquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts
Completeness: 6 of 14 tracked field groups. Unknowns are explicit so an analyst can close them.
DATA PROVENANCE
Every claim should be auditable.
Platform counters are a point-in-time public snapshot. Editorial facts are only promoted after source review.
NEOLAB TRACKER PRO
Know when the thesis changes.
Weekly deltas, funding and team alerts, portfolio watchlists, CSV exports and an analyst-ready API turn a static profile into a sourcing system.