by NandhaKishorM
Produces calibrated typed decisions from frozen language models with conformal sets and abstention
Typed decisions from a frozen language model and a small physics engine: calibrated probabilities, conformal sets, 73k context, images.
Related projects
colibri
JustVugg
Runs large open models locally in pure C, including Laya for typed decisions
laya
NandhaKishorM
Runs multilingual typed-decision models and provides routing, serving, and integration options
laya-mlx
mizorewww
Runs Laya typed-decision models locally on Apple Silicon using MLX
laya
convaiinnovations
A multilingual-ready System 1 model that returns calibrated typed decisions over text in one pass
laya-coreml
mizorewww
Runs Laya typed-decision models locally on Apple Silicon using Core ML and the Neural Engine
laya
receptron
Runs Laya typed-decision models from Node.js and TypeScript through ONNX Runtime