Universe/Language/Text/JANG_Q - GGUF for MLX
OSS/community watchAutomated record

JANG_Q - GGUF for MLX

Emerging specialist

Rising signal41.6
Rising rankLonglist
Profile completeness43%
Last public activitySep 2, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

14.3KHF model downloads148.9 per model
386HF followers219 total likes
10GitHub stars1 forks
96Model portfolio0 datasets · 0 Spaces

WHY IT IS ON THE RADAR

Emerging specialist

  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Language/TextMultimodal
Most popular HF repositoryJANGQ-AI/DeepSeek-V4-Flash-0731-JANG2.8K downloads · 5 likes ↗
Top tasks
image-text-to-text (42), text-generation (43)
Model sizes
100B+ (28); 10-30B (25); 30-100B (18); 3-10B (11); Unknown (8); 0.5-3B (6)
Base families
Qwen, Mistral, DeepSeek, Gemma
Libraries
mlx, transformers
03

DEVELOPER ACTIVITY

How it ships

Original repositories1
Forked repositoriesNot verified
Pushed in 90 days1
Archived share0%
Most-starred repositoryjangq-ai/jangq10 stars · 1 forks ↗
Languages
Python
Topics
Not detected
Latest release
jangq-ai/jangq · Mar 21, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. HF modelModel published or updated ↗
  2. GitHub pushRepository activity ↗
  3. GitHub releaseRelease v2.1.5 ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
MLX, 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

Allura
Signal 41.6 · 3.7K downloads · 16 stars
IQuest
Signal 44.6 · 17K downloads · Not resolved stars
FreedomAI
Signal 45.5 · 21.6K downloads · 63 stars
ggml-org
Signal 36.9 · 5.2M downloads · 201.1K stars
ByteShape
Signal 46.6 · 40K downloads · 0 stars

INVESTOR 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

websiteheadquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts

Completeness: 6 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 →