01
PUBLIC TRACTION
Usage, audience and developer pull
29KHF model downloads630 per model
189HF followers693 total likes
43GitHub stars6 forks
46Model portfolio4 datasets · 4 Spaces
WHY IT IS ON THE RADAR
Under-followed traction
- Usage outruns audience
- Shipping now
- Multi-modality surface
02
MODEL FOOTPRINT
What it publishes
Language/TextRetrieval/EmbeddingsMultimodalAudio/Speech
Most popular HF repositoryVAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct9.6K downloads · 57 likes ↗
- Top tasks
- text-generation (8), text-to-speech (2), sentence-similarity (7), token-classification (2), image-text-to-text (6), translation (1)
- Model sizes
- 3-10B (12); <0.5B (9); 10-30B (7); Unknown (7); 0.5-3B (6); 30-100B (5)
- Base families
- Llama, Qwen, BERT, Mistral
- Libraries
- transformers, PyLate, gliner, sauerkrautlm-colpali
03
DEVELOPER ACTIVITY
How it ships
Original repositories3
Forked repositoriesNot verified
Pushed in 90 daysNot verified
Archived share0%
Most-starred repositoryVAGOsolutions/SauerkrautLM-Doom-MultiVec26 stars · 6 forks ↗
- Languages
- Python, Kotlin
- Topics
- Not detected
- Latest release
- VAGOsolutions/colgemma4-on-edge · May 18, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- HF modelModel published or updated ↗
- HF SpaceSpace published or updated ↗
- GitHub pushRepository activity ↗
- GitHub releaseRelease v0.1 ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- 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
Cactus Compute, Inc.
TensorBlock
Second State
ggml-org
ai-sageINVESTOR DILIGENCE
Test download concentration, retention, and whether usage comes from durable end users.
- HF member count is only a public-profile proxy
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.
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.