Open Source AI Infrastructure
Ethical models, agent orchestration, and the tools to build on top. EUPL-1.2 licensed.
13+
Go packages
4
Lemma models
EUPL-1.2
Copyleft licence
MLX + GGUF
Inference formats
What's already built
Lemma Model Family
4 models (Lemer 2.3B, Lemma 4.5B, Lemmy 26B MoE, Lemrd 30.7B) with GGUF + MLX variants. LEK consent-based alignment.
Core Go Framework
13+ AX-compliant Go packages. CLI, build system, multi-repo management, agent runtime, and inference primitives.
Ethical AI Research
LEK consent-based alignment, ToxiGen reannotation, Q/K Bone Orientation methodology. 3,000+ benchmark runs across 29 models.
LiveBench Evaluation
8-PAC evaluation protocol with Wilcoxon signed-rank validation. Architecture beats scale on ethical reasoning benchmarks.
Apple App Store Target
CoreGUI desktop app with MLX-native inference. LEM Lab for local model interaction on Apple Silicon.
Polyglot Stack
CoreGO, CorePHP, CoreTS, and CorePy share universal types. One contract, four languages, same patterns throughout.