The complete AI system.
Built around your work, from the applications your teams use to the infrastructure they run on. We build every layer and install it inside your organization.
Applications
- Knowledge Mesh
- Every answer traced to its source.
- Agent Interface
- Workflows run by agents, approved by people.
- Connectors
- Into the systems you already use.
Model
- TorchLM
- Our model, at the core of every system.
- Adapted
- Trained on your documents and past work.
- Dedicated
- Built for your organization alone, never shared.
Infrastructure
- TorchStack node
- A server about the size of a shoebox.
- On-premises
- GPU servers in your own data center.
- Private cloud
- Your tenancy, no outside AI providers.
Exceptional efficiency by design.
More accuracy per parameter than models 10× its size.
TorchLM-8b delivers top-tier bilingual performance while remaining compact enough to deploy anywhere—from cloud to on-device. Smaller footprint means faster inference, lower costs, and greener AI.
Efficiency Leaderboard
Accuracy per billion parameters (higher = more efficient)
Accuracy vs Scale in Arabic & English
TorchLM plotted against leading models on MMLU, showing strong accuracy per parameter for multilingual problem solving
MMLU Benchmark Comparison
Arabic MMLU
English MMLU
3D Model Explorer
Each sphere represents an AI model positioned in 3D space:
- → Right = higher English accuracy
- ↑ Up = higher Arabic accuracy
- ↗ Forward = more parameters
Larger spheres indicate better efficiency (accuracy per billion parameters).
TorchLM-8b achieves top bilingual performance at a fraction of the size.
Drag to rotate, scroll to zoom, hover for details.