01
PUBLIC TRACTION
Usage, audience and developer pull
3.7KHF model downloads61.1 per model
379HF followers549 total likes
16GitHub stars3 forks
61Model portfolio29 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Emerging specialist
- Shipping now
02
MODEL FOOTPRINT
What it publishes
Language/TextMultimodal
Most popular HF repositoryallura-org/MN-12b-RP-Ink-GGUF774 downloads · 3 likes ↗
- Top tasks
- text-generation (4), image-text-to-text (2)
- Model sizes
- 10-30B (22); 3-10B (18); 30-100B (9); Unknown (8); <0.5B (2); 0.5-3B (1); 100B+ (1)
- Base families
- Qwen, Mistral, Gemma, Llama
- Libraries
- transformers
03
DEVELOPER ACTIVITY
How it ships
Original repositories14
Forked repositories4
Pushed in 90 days4
Archived share0%
Most-starred repositoryallura-org/mergekitty9 stars · 1 forks ↗
- Languages
- Python, Rust, HTML, Elixir, TypeScript, JavaScript, Shell
- Topics
- desktop-app, image-gallery, image-viewer, vibe-coded
- Latest release
- allura-org/akasha · Jun 2, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- HF modelModel published or updated ↗
- GitHub releaseRelease nightly ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Axolotl, 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
JANG_Q - GGUF for MLX
IQuest
FreedomAI
ggml-org
ByteShapeINVESTOR DILIGENCE
Validate repeat users, benchmark delta, data advantage, distribution channel, and financing need.
- HF member count is only a public-profile proxy
- Low declared-task coverage
MISSING FROM THIS RECORD
headquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts
Completeness: 7 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.
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.