01
PUBLIC TRACTION
Usage, audience and developer pull
370.7KHF model downloads1.3K per model
296HF followers801 total likes
8.4KGitHub stars2.1K forks
295Model portfolio0 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Developer distribution advantage
- Usage outruns audience
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Language/TextMultimodalVision/ImageAudio/SpeechRetrieval/Embeddings
Most popular HF repositorysecond-state/All-MiniLM-L6-v2-Embedding-GGUF113K downloads · 25 likes ↗
- Top tasks
- text-to-image (4), text-generation (156), sentence-similarity (3), visual-question-answering (4), image-text-to-text (16), text-to-speech (3)
- Model sizes
- Unknown (295)
- Base families
- Stable Diffusion, FLUX, Llama, Mistral, DeepSeek, Phi, Qwen, Gemma
- Libraries
- transformers, diffusers, sentence-transformers, stable-diffusion, diffusion-single-file, nemo
03
DEVELOPER ACTIVITY
How it ships
Original repositories232
Forked repositories106
Pushed in 90 days18
Archived share18%
Most-starred repositorysecond-state/echokit_server590 stars · 396 forks ↗
- Languages
- Rust, JavaScript, C++, HTML, Python, Shell, TypeScript
- Topics
- webassembly, rust, rust-lang, wasmedge, second-state, ethereum, javascript, blockchain, serverless, nodejs
- Latest release
- second-state/voice_translations · Sep 2, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- GitHub pushRepository activity ↗
- GitHub releaseRelease v0.1.12 ↗
- HF modelModel published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers, LLaMA-Factory, 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
gguf
FINAL_Bench
MiniMax
VAGO solutions
NuMindINVESTOR DILIGENCE
Validate developer-to-model conversion, enterprise usage, and repeat adoption.
- HF member count is only a public-profile proxy
- No parameter-count metadata
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.