Universe/Retrieval/Embeddings/Nomic AI
Venture candidateAutomated record

Nomic AI

Nomic is the domain-specific AI platform for architecture, engineering, and construction firms. Transform your institutional knowledge into actionable AI-powered insights.

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Rising signal50.9
Rising rankLonglist
Profile completeness71%
Last public activityAug 9, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

23.4MHF model downloads321.1K per model
1.2KHF followers4.6K total likes
84.8KGitHub stars9.2K forks
73Model portfolio32 datasets · 87 Spaces

WHY IT IS ON THE RADAR

Capital-efficient model reach

  • High reach per model
  • Multi-modality surface
02

MODEL FOOTPRINT

What it publishes

Retrieval/EmbeddingsLanguage/TextVision/Image
Most popular HF repositorynomic-ai/nomic-embed-text-v1.516.2M downloads · 898 likes ↗
Top tasks
sentence-similarity (14), image-feature-extraction (2), text-generation (3), visual-document-retrieval (4)
Model sizes
Unknown (54); <0.5B (13); 3-10B (6)
Base families
Qwen, BERT
Libraries
sentence-transformers, transformers, timm, peft, colpali
03

DEVELOPER ACTIVITY

How it ships

Original repositories30
Forked repositories25
Pushed in 90 days4
Archived share4%
Most-starred repositorynomic-ai/gpt4all77.4K stars · 8.3K forks ↗
Languages
C++, Python, TypeScript, Jupyter Notebook, Shell, JavaScript, Svelte
Topics
embeddings, contrastive-learning, deep-learning, dense-retrieval, image-embeddings, multimodal, multimodal-rag, pytorch, rag, text-embeddings
Latest release
nomic-ai/docling-parse · Jul 8, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. GitHub releaseRelease v7.7.0-nomic.1 ↗
  3. HF datasetDataset published or updated ↗
  4. HF modelModel published or updated ↗
  5. HF SpaceSpace published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
PEFT, Transformers
Compute
AWS
Hardware
Not disclosed
Tracking
Not disclosed
Bottlenecks
Licensing / rights, Evaluation, Reproducibility

“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

LightOn AI
Signal 69.4 · 968.3K downloads · 2.5K stars
Qdrant
Signal 62.4 · 4.8M downloads · 46.4K stars
Sentence Transformers - Cross-Encoders
Signal 68.8 · 98.6M downloads · Not resolved stars
NeuML
Signal 81.3 · 980.9K downloads · 18.6K stars
Vidore
Signal 52.7 · 899.5K downloads · Not resolved stars

INVESTOR 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

MISSING FROM THIS RECORD

foundersOrLeadershipfundingbusinessModelproducts

Completeness: 10 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.

See tracker plans →