- typed-lm
Single-forward-pass semantic routing in Rust: turn dense LLMs (Llama, Qwen, Mistral, Gemma) into a typed decision API with LoRA/QLoRA training and FP8/FP4 quantization, built on Candle.
Shared topics: classification, inference
- decima
Open, CPU-sized Jev-style (System One) decision model: situation + question + options → calibrated probabilities. 122M, ~20 ms on one CPU core, runs in your browser.
Shared topics: typed-decisions
- judgment
Typed, calibrated judgments from System One models: a decision written as a .jud file or as Rust types, answered by a model, verified before it is read, testable with no key. Rust crate, jud CLI (cat event.json | jud triage.jud), Claude Code plugin. Not affiliated with TypeSafe AI.
Shared topics: classification