100+ executable cards
Compose language, vision, multimodal and routing architectures from typed PyTorch atomics.
Loading Complexity
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LABO AI turns PyTorch models into typed atomic graphs. Build by hand or ask an agent that uses the same visible, validated tools as you.
Free · Open source · macOS, Windows and Linux
Ask LABO
Build a compact GPT-like QA model and run it.
Token IDs
input
Embedding
200k → H
RMSNorm
H
Causal SDPA
8 heads / 2 KV
Residual MLP
SwiGLU
Residual add
H + H
LM head
H → vocab
One graph, four views
The visual graph, tensor contracts, generated PyTorch and local runtime share one typed model representation.
Compose language, vision, multimodal and routing architectures from typed PyTorch atomics.
Ask LABO can inspect, search, add, connect, arrange, run, save and export through bounded tools.
Stable ranks and lanes keep sequences, forks, joins and side-by-side comparisons readable.
Move between the visual graph and inspectable generated code without hiding the model behind a canvas.
Run, rerun, reset or step through an architecture and isolate failures between parallel models.
Save reusable presets locally, then export the complete graph as SVG or the model as Python.
LABO AI Setup v0.1.53
The lightweight Setup fetches the latest tagged source, provisions a verified Node.js runtime, and installs the full Electron app without replacing your private workspace data.
Apple silicon · macOS 12 or later
curl -fsSL https://github.com/Complexity-ML/labo-ai/releases/latest/download/install-labo-ai-macos.sh | bashPaste in Terminal · SHA-256 verified · no Gatekeeper detour
Windows 10/11 · x64
Download LABO AI SetupSmall EXE · builds Electron locally
x64 · Ubuntu 22.04, Debian 12 or compatible
curl -fsSL https://github.com/Complexity-ML/labo-ai/releases/latest/download/install-labo-ai-linux.sh | bashPaste in Terminal · SHA-256 verified · AppImage Setup
Explore the source, build a graph and tell us which atomic capability should come next.
View LABO AI on GitHub