01
PUBLIC TRACTION
Usage, audience and developer pull
16.9KHF model downloads734.3 per model
273HF followers150 total likes
28.4KGitHub stars3.1K forks
23Model portfolio1 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Developer distribution advantage
- Shipping now
02
MODEL FOOTPRINT
What it publishes
Vision/Image
Most popular HF repositoryInvokeAI/ip_adapter_sd_image_encoder6.1K downloads · 12 likes ↗
- Top tasks
- text-to-image (2)
- Model sizes
- Unknown (19); 0.5-3B (3); <0.5B (1)
- Base families
- FLUX
- Libraries
- transformers, diffusers
03
DEVELOPER ACTIVITY
How it ships
Original repositories7
Forked repositories8
Pushed in 90 days4
Archived share0%
Most-starred repositoryinvoke-ai/InvokeAI28.1K stars · 3K forks ↗
- Languages
- Python, TypeScript, Jupyter Notebook, HTML, JavaScript, C++
- Topics
- ai-art, artificial-intelligence, generative-art, image-generation, img2img, inpainting, latent-diffusion, linux, macos, outpainting
- Latest release
- invoke-ai/InvokeAI · Aug 25, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- GitHub releaseRelease v6.14.0 ↗
- HF modelModel published or updated ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers, Transformers
- Compute
- Not disclosed
- Hardware
- Not disclosed
- Tracking
- Not disclosed
- Bottlenecks
- Not disclosed
“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
CircleStone Labs
Ultralytics
HistAI
Large Model Systems Organization
🧨DiffusersINVESTOR DILIGENCE
Validate developer-to-model conversion, enterprise usage, and repeat adoption.
- HF member count is only a public-profile proxy
- Low declared-task coverage
MISSING FROM THIS RECORD
headquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts
Completeness: 7 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.