Universe/Retrieval/Embeddings/NLP Group of The University of Hong Kong
Research/nonprofit watchAutomated record

NLP Group of The University of Hong Kong

Developer distribution advantage

Visit website ↗
Rising signal59.1
Rising rankLonglist
Profile completeness57%
Last public activityAug 21, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

181.6KHF model downloads3.3K per model
167HF followers1.3K total likes
2KGitHub stars145 forks
55Model portfolio0 datasets · 1 Spaces

WHY IT IS ON THE RADAR

Developer distribution advantage

  • Usage outruns audience
  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Retrieval/Embeddings
Most popular HF repositoryhkunlp/instructor-large136.6K downloads · 524 likes ↗
Top tasks
sentence-similarity (3)
Model sizes
Unknown (55)
Base families
Not declared
Libraries
transformers, sentence-transformers
03

DEVELOPER ACTIVITY

How it ships

Original repositories17
Forked repositories7
Pushed in 90 days1
Archived share0%
Most-starred repositoryHKUNLP/ChunkLlama449 stars · 33 forks ↗
Languages
Python, JavaScript, SCSS
Topics
diffusion-models, non-autoregressive, reasoning, machine-learning, natural-language-processing, pytorch, large-language-models, llms, planning, text-generation
Latest release
None in sample · Not observed
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. HF SpaceSpace published or updated ↗
  3. HF modelModel 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

Voyage AI
Signal 58.1 · 275.2K downloads · 223 stars
Qdrant
Signal 62.4 · 4.8M downloads · 46.4K stars
ZeroEntropy
Signal 55.0 · 655.2K downloads · 640 stars
Vidore
Signal 52.7 · 899.5K downloads · Not resolved stars
Nomic AI
Signal 50.9 · 23.4M downloads · 84.8K stars

INVESTOR DILIGENCE

Validate developer-to-model conversion, enterprise usage, and repeat adoption.

  • HF member count is only a public-profile proxy
  • Low declared-task coverage
  • No parameter-count metadata

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

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