01
PUBLIC TRACTION
Usage, audience and developer pull
74.6MHF model downloads51.2K per model
34.1KHF followers59.6K total likes
84.3KGitHub stars8.3K forks
1457Model portfolio15 datasets · 0 Spaces
WHY IT IS ON THE RADAR
AI infrastructure picks-and-shovels
- High reach per model
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
MultimodalLanguage/TextVision/ImageAudio/SpeechVideoRetrieval/Embeddings
Most popular HF repositoryunsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF12.7M downloads · 947 likes ↗
- Top tasks
- image-text-to-text (307), text-generation (291), image-text-to-video (3), any-to-any (17), image-to-image (18), image-to-video (5)
- Model sizes
- Unknown (407); 3-10B (349); 10-30B (189); 30-100B (162); 0.5-3B (159); 100B+ (124); <0.5B (67)
- Base families
- Qwen, DeepSeek, Gemma, Phi, FLUX, Llama, Mistral, BERT
- Libraries
- transformers, gguf, ggml, vllm, sentence-transformers, diffusers, outetts, transformersd
03
DEVELOPER ACTIVITY
How it ships
Original repositories4
Forked repositories7
Pushed in 90 days7
Archived share0%
Most-starred repositoryunslothai/unsloth75.5K stars · 6.9K forks ↗
- Languages
- Python, C++, Jupyter Notebook
- Topics
- python, unsloth, data-analysis, data-science, deep-learning, econometrics, gpu, machine-learning, neural-network, optimization
- Latest release
- unslothai/unsloth · Sep 2, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- HF modelModel published or updated ↗
- GitHub releaseRelease v0.1.806-beta ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers, MLX, TRL, Transformers, Unsloth
- Compute
- Not disclosed
- Hardware
- Not disclosed
- Tracking
- Not disclosed
- Bottlenecks
- Memory / OOM, Licensing / rights, Evaluation
“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
Osaurus-AI
Alpha-VLLM
Fifth Civil Defender - 5CD
Lemura Labs
HiDream.aiINVESTOR DILIGENCE
Validate recurring revenue, workload retention, margins, and differentiation from clouds and open source.
- 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.