01
PUBLIC TRACTION
Usage, audience and developer pull
123.1KHF model downloads2.5K per model
326HF followers912 total likes
145GitHub stars8 forks
50Model portfolio0 datasets · 0 Spaces
WHY IT IS ON THE RADAR
Multimodal platform option
- Shipping now
- Multi-modality surface
02
MODEL FOOTPRINT
What it publishes
Vision/ImageVideoMultimodal
Most popular HF repositoryjoyfox/LTX2.3-ICEdit-Insight48.2K downloads · 169 likes ↗
- Top tasks
- image-text-to-text (2), image-to-video (8), any-to-any (1), image-to-image (18), text-to-image (3), video-to-video (1)
- Model sizes
- Unknown (46); 10-30B (2); 3-10B (1); 30-100B (1)
- Base families
- Qwen, FLUX
- Libraries
- transformers, diffusers, comfyui
03
DEVELOPER ACTIVITY
How it ships
Original repositories4
Forked repositories1
Pushed in 90 days4
Archived share0%
Most-starred repositoryjoyfoxai/LTX2-ICEdit-Insight143 stars · 8 forks ↗
- Languages
- Python, TypeScript
- Topics
- ai-agent, cordis, deepseek, deepseek-harness, dsh-plugin, flywheel, llm-routing, model-routing, token-efficiency
- Latest release
- None in sample · Not observed
04
ACTIVITY TIMELINE
Latest observed moves
- HF modelModel published or updated ↗
- GitHub pushRepository activity ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Diffusers, TRL, 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
Pruna AI
UCSC-VLAA
IDEA-Research
KREA
🧨DiffusersINVESTOR DILIGENCE
Identify the wedge with real user pull and separate platform breadth from unfocused experimentation.
- HF member count is only a public-profile proxy
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.