01
PUBLIC TRACTION
Usage, audience and developer pull
316KHF model downloads5.6K per model
998HF followers1.2K total likes
52.4KGitHub stars3.7K forks
56Model portfolio0 datasets · 0 Spaces
WHY IT IS ON THE RADAR
AI infrastructure picks-and-shovels
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Language/TextMultimodal
Most popular HF repositoryjanhq/Jan-v3.5-4B-gguf267.1K downloads · 34 likes ↗
- Top tasks
- text-generation (12), image-text-to-text (10)
- Model sizes
- Unknown (34); 3-10B (13); 0.5-3B (6); 30-100B (2); <0.5B (1)
- Base families
- Llama, Qwen
- Libraries
- transformers, mlx
03
DEVELOPER ACTIVITY
How it ships
Original repositories47
Forked repositories41
Pushed in 90 days5
Archived share25%
Most-starred repositoryjanhq/jan44.3K stars · 3K forks ↗
- Languages
- Python, C++, TypeScript, Jupyter Notebook, MDX, Ruby, C
- Topics
- llm, llamacpp, jan, localai, self-hosted, open-source, gguf, onnx, onnxruntime, nvidia
- Latest release
- janhq/jan · Jul 23, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- GitHub releaseRelease v0.8.4 ↗
- HF modelModel published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- MLX, TRL, Transformers, Unsloth
- Compute
- Not disclosed
- Hardware
- Not disclosed
- Tracking
- Not disclosed
- Bottlenecks
- Licensing / rights
“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
Swiss AI Initiative
VIDraft
The Fin AI
TeichAI
ByteShapeINVESTOR DILIGENCE
Validate recurring revenue, workload retention, margins, and differentiation from clouds and open source.
- 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.