Universe/3D/Robotics/RL/Manycore Research
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Manycore Research

AI infrastructure picks-and-shovels

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Rising signal48.8
Rising rank#46
Profile completeness57%
Last public activityAug 31, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

9.6KHF model downloads1.1K per model
425HF followers1.3K total likes
5.8KGitHub stars466 forks
9Model portfolio5 datasets · 0 Spaces

WHY IT IS ON THE RADAR

AI infrastructure picks-and-shovels

  • Shipping now
02

MODEL FOOTPRINT

What it publishes

3D/Robotics/RLVision/Image
Most popular HF repositorymanycore-research/SpatialLM1.1-Qwen-0.5B7.5K downloads · 35 likes ↗
Top tasks
image-to-3d (2), image-to-image (1)
Model sizes
0.5-3B (6); Unknown (3)
Base families
Llama, Qwen, Stable Diffusion, FLUX
Libraries
transformers, diffusers
03

DEVELOPER ACTIVITY

How it ships

Original repositories9
Forked repositories2
Pushed in 90 days2
Archived share0%
Most-starred repositorymanycore-research/SpatialLM4.7K stars · 401 forks ↗
Languages
Python, JavaScript
Topics
3d-reconstruction, computer-vision, deep-learning, transformer, 3d-modeling, engineering-drawing, line-drawing, pointer-networks, pytorch, vlm
Latest release
manycore-research/ComfyUI-Lux3D · Apr 22, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. GitHub releaseRelease Assets ↗
  3. HF modelModel published or updated ↗
  4. HF datasetDataset published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
Diffusers, Transformers
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

LeRobot
Signal 40.1 · 346.8K downloads · Not resolved stars
Depth Aything
Signal 44.3 · 3M downloads · Not resolved stars
Show Lab
Signal 57.2 · 4.7K downloads · 38.7K stars
CircleStone Labs
Signal 48.6 · 850.2K downloads · Not resolved stars
FireRed Team
Signal 49.5 · 72.9K downloads · 13K stars

INVESTOR 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.

Hugging Face organizationObserved 2026-09-03 ↗GitHub organization APIObserved 2026-09-03 ↗

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.

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