Universe/Retrieval/Embeddings/Vidore
Venture candidateAutomated record

Vidore

Capital-efficient model reach

Rising signal52.7
Rising rank#36
Profile completeness36%
Last public activityAug 20, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

899.5KHF model downloads20K per model
505HF followers1.9K total likes
Not resolvedGitHub starsNot resolved forks
45Model portfolio92 datasets · 3 Spaces

WHY IT IS ON THE RADAR

Capital-efficient model reach

  • High reach per model
  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Retrieval/Embeddings
Most popular HF repositoryvidore/colqwen2-v1.0351K downloads · 121 likes ↗
Top tasks
visual-document-retrieval (20)
Model sizes
Unknown (26); 0.5-3B (12); <0.5B (4); 3-10B (3)
Base families
Gemma, Qwen
Libraries
colpali, transformers, sentence-transformers, peft
03

DEVELOPER ACTIVITY

How it ships

GitHub identity not resolved

This record is excluded from serious GitHub comparison until the organization match is verified.

04

ACTIVITY TIMELINE

Latest observed moves

  1. HF modelModel published or updated ↗
  2. HF SpaceSpace published or updated ↗
  3. HF datasetDataset published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
PEFT, 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

Nomic AI
Signal 50.9 · 23.4M downloads · 84.8K stars
ZeroEntropy
Signal 55.0 · 655.2K downloads · 640 stars
Voyage AI
Signal 58.1 · 275.2K downloads · 223 stars
NLP Group of The University of Hong Kong
Signal 59.1 · 181.6K downloads · 2K stars
Sentence Transformers
Signal 43.6 · 352.1M 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
  • GitHub identity unresolved or absent

MISSING FROM THIS RECORD

websiteheadquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproductsgithubTraction

Completeness: 5 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 ↗

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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