01
PUBLIC TRACTION
Usage, audience and developer pull
47.6KHF model downloads1.1K per model
227HF followers374 total likes
33GitHub stars4 forks
45Model portfolio0 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Under-followed traction
- Usage outruns audience
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Language/TextVision/ImageMultimodalAudio/Speech
Most popular HF repositorygguf-org/z-image-gguf15.7K downloads · 57 likes ↗
- Top tasks
- text-to-image (2), text-generation (5), text-to-speech (2), image-text-to-text (2), image-to-image (1)
- Model sizes
- Unknown (44); <0.5B (1)
- Base families
- FLUX, Stable Diffusion, Gemma
- Libraries
- Not declared
03
DEVELOPER ACTIVITY
How it ships
Original repositories20
Forked repositoriesNot verified
Pushed in 90 days8
Archived share0%
Most-starred repositorygguf-org/gguf-desktop6 stars · 1 forks ↗
- Languages
- TypeScript, C++, Python, JavaScript, HTML, C
- Topics
- gguf, pig
- Latest release
- gguf-org/gguf-desktop · Aug 1, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- HF modelModel published or updated ↗
- GitHub pushRepository activity ↗
- GitHub releaseRelease 2026.8.1 ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Not disclosed
- 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
Second State
FINAL_Bench
MiniMax
GSAI-ML
VAGO solutionsINVESTOR DILIGENCE
Test download concentration, retention, and whether usage comes from durable end users.
- HF member count is only a public-profile proxy
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.