Universe/Language/Text/DevQuasar
OSS/community watchAutomated record

DevQuasar

Emerging specialist

Rising signal51.2
Rising rankLonglist
Profile completeness43%
Last public activitySep 2, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

855.7KHF model downloads908.4 per model
437HF followers663 total likes
Not resolvedGitHub starsNot resolved forks
942Model portfolio7 datasets · 3 Spaces

WHY IT IS ON THE RADAR

Emerging specialist

  • Shipping now
02

MODEL FOOTPRINT

What it publishes

Language/TextMultimodal
Most popular HF repositoryDevQuasar/amd.Instella-MoE-16B-A3B-Think-GGUF337.5K downloads · 10 likes ↗
Top tasks
text-generation (855), text-classification (1), image-text-to-text (74)
Model sizes
Unknown (912); 3-10B (14); 0.5-3B (6); 100B+ (4); 30-100B (3); 10-30B (2); <0.5B (1)
Base families
Qwen, Gemma, DeepSeek, Phi, Llama, Mistral, FLUX, GPT-2
Libraries
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 datasetDataset published or updated ↗
  3. HF SpaceSpace published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
PEFT, Transformers, Unsloth
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

TensorBlock
Signal 51.2 · 175K downloads · 1.1K stars
Atomic Chat
Signal 51.4 · 1M downloads · 4.8K stars
Orion LLM Labs
Signal 50.3 · 6.5K downloads · Not resolved stars
Quixi AI
Signal 52.2 · 56.5K downloads · 3.7K stars
SupraLabs
Signal 52.3 · 25.9K downloads · Not resolved stars

INVESTOR DILIGENCE

Validate repeat users, benchmark delta, data advantage, distribution channel, and financing need.

  • HF member count is only a public-profile proxy
  • GitHub identity unresolved or absent

MISSING FROM THIS RECORD

websitefoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproductsgithubTraction

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 ↗

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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