01
PUBLIC TRACTION
Usage, audience and developer pull
5.8KHF model downloads182.1 per model
233HF followers536 total likes
133GitHub stars6 forks
32Model portfolio11 datasets · 2 Spaces
WHY IT IS ON THE RADAR
Emerging specialist
- Shipping now
02
MODEL FOOTPRINT
What it publishes
Language/TextMultimodal
Most popular HF repositorytrillionlabs/TheBioCollection1.5K downloads · 18 likes ↗
- Top tasks
- text-generation (17), visual-question-answering (2), image-text-to-text (2)
- Model sizes
- 3-10B (11); 10-30B (8); Unknown (7); 30-100B (3); 0.5-3B (2); <0.5B (1)
- Base families
- Qwen
- Libraries
- transformers
03
DEVELOPER ACTIVITY
How it ships
Original repositories14
Forked repositories16
Pushed in 90 days4
Archived share0%
Most-starred repositorytrillion-labs/gWorld61 stars · 2 forks ↗
- Languages
- Python, Go, TypeScript, Jupyter Notebook
- Topics
- academic-search, agentic-rl, bge-m3, deep-research, information-retrieval, milvus, reinforcement-learning, research-code, scientific-literature, search-agents
- Latest release
- trillion-labs/terraform-provider-sops · Oct 26, 2025
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- HF modelModel published or updated ↗
- HF datasetDataset published or updated ↗
- GitHub releaseRelease v1.3.1 ↗
- 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
QuantTrio
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Quixi AIINVESTOR DILIGENCE
Validate repeat users, benchmark delta, data advantage, distribution channel, and financing need.
- 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.