Universe/Language/Text/Abacus.AI, Inc.
Venture candidateAutomated record

Abacus.AI, Inc.

Under-followed traction

Visit website ↗
Rising signal61.5
Rising rankLonglist
Profile completeness57%
Last public activityAug 31, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

76.5KHF model downloads2.3K per model
286HF followers1.7K total likes
1.1KGitHub stars169 forks
33Model portfolio9 datasets · 0 Spaces

WHY IT IS ON THE RADAR

Under-followed traction

  • Usage outruns audience
  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Language/TextMultimodal
Most popular HF repositoryabacusai/Smaug-72B-v0.18.5K downloads · 468 likes ↗
Top tasks
image-text-to-text (1), text-generation (5)
Model sizes
30-100B (19); Unknown (5); 10-30B (4); 3-10B (3); 100B+ (2)
Base families
Mistral, Qwen
Libraries
transformers
03

DEVELOPER ACTIVITY

How it ships

Original repositories13
Forked repositories22
Pushed in 90 days4
Archived share14%
Most-starred repositoryabacusai/Long-Context606 stars · 48 forks ↗
Languages
Python, Shell, Jupyter Notebook, C++, HTML
Topics
ai, editor, llm, debiasing-neural-networks, fairness-ai, fairness-ml
Latest release
abacusai/deepagent-releases · Aug 26, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. GitHub releaseRelease 2.1.0 ↗
  3. HF modelModel published or updated ↗
  4. HF datasetDataset 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

MiniMax
Signal 60.0 · 8.1M downloads · 43.7K stars
GSAI-ML
Signal 59.7 · 309K downloads · Not resolved stars
VAGO solutions
Signal 58.7 · 29K downloads · 43 stars
cyankiwi
Signal 57.4 · 13.4M downloads · Not resolved stars
Z Lab
Signal 65.8 · 1.1M downloads · 6.6K stars

INVESTOR DILIGENCE

Test download concentration, retention, and whether usage comes from durable end users.

  • 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.

Hugging Face organizationObserved 2026-09-03 ↗GitHub organization APIObserved 2026-09-03 ↗

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.

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