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Triangle LLM

Triangle Machine Learning

Advancing the frontier of artificial intelligence with sophisticated foundation language models and comprehensive data feeding capabilities.

Foundation Models

3

Core model variants

Training Data

14T

Tokens processed

Languages

15

Supported languages

Privacy First

100%

On-device processing

Research Highlights

Key innovations in Triangle's foundation models

Novel Architecture

Parallel Track Mixture-of-Experts (PT-MoE) design reduces synchronization overhead by 87.5% while maintaining quality and enabling efficient scaling.

Optimization Techniques

Advanced quantization methods including 2-bit weights via QAT and ASTC compression achieve significant efficiency gains with minimal quality loss.

Ready to Build with Triangle?

Access our foundation models through our developer-friendly APIs and SDKs. Start building intelligent applications today.