01
PUBLIC TRACTION
Usage, audience and developer pull
9.4KHF model downloads348 per model
195HF followers562 total likes
1.9KGitHub stars164 forks
27Model portfolio23 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Developer distribution advantage
- Usage outruns audience
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Language/Text
Most popular HF repositorybespokelabs/Bespoke-Stratos-17k19.6K downloads · 348 likes ↗
- Top tasks
- text-classification (1), text-generation (1)
- Model sizes
- 3-10B (23); 0.5-3B (2); 30-100B (1); Unknown (1)
- Base families
- Qwen
- Libraries
- transformers
03
DEVELOPER ACTIVITY
How it ships
Original repositories13
Forked repositories7
Pushed in 90 days10
Archived share0%
Most-starred repositorybespokelabsai/curator1.7K stars · 146 forks ↗
- Languages
- Python, Jupyter Notebook
- Topics
- agents, deep-learning, fine-tuning, instruction-tuning, llm, machine-learning, natural-language-processing, prompt, python, synthetic-data
- Latest release
- bespokelabsai/curator · Mar 15, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- GitHub releaseRelease v0.1.27 ↗
- HF modelModel published or updated ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- LLaMA-Factory, 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
Z Lab
Abacus.AI, Inc.
FINAL_Bench
Defog.ai
MiniMaxINVESTOR 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
foundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts
Completeness: 8 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.