01
PUBLIC TRACTION
Usage, audience and developer pull
6.6MHF model downloads195.1K per model
610HF followers1.8K total likes
37.4KGitHub stars3.3K forks
34Model portfolio17 datasets · 4 Spaces
WHY IT IS ON THE RADAR
Capital-efficient model reach
- High reach per model
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Language/TextRetrieval/Embeddings
Most popular HF repositoryanswerdotai/ModernBERT-base4.8M downloads · 1.1K likes ↗
- Top tasks
- fill-mask (3), sentence-similarity (2)
- Model sizes
- Unknown (22); <0.5B (6); 30-100B (4); 0.5-3B (1); 3-10B (1)
- Base families
- BERT
- Libraries
- sentence-transformers, transformers, RAGatouille
03
DEVELOPER ACTIVITY
How it ships
Original repositories223
Forked repositories28
Pushed in 90 days135
Archived share1%
Most-starred repositoryAnswerDotAI/fasthtml7K stars · 515 forks ↗
- Languages
- Python, Jupyter Notebook, JavaScript, Rust, Shell, CSS, HTML
- Topics
- nlp, fastai, nbdev, developer-tools, python, llm, jupyter, documentation-generator, colbert, colpali
- Latest release
- AnswerDotAI/fastllm · Sep 2, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- GitHub releaseRelease 0.0.51 ↗
- HF datasetDataset published or updated ↗
- HF modelModel published or updated ↗
- HF SpaceSpace published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- 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
Swiss AI Initiative
TensorBlock
SupraLabs
Cactus Compute, Inc.
NuMindINVESTOR DILIGENCE
Confirm the team and compute inputs behind reach per model; benchmark quality versus the base family.
- 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.