layax
by ohboyftw
Adds token-level option scoring and an abstention gate to Laya decision models
Late-interaction option heads and a Learn-then-Test abstention gate for Laya decision models
Platforms
by ohboyftw
Adds token-level option scoring and an abstention gate to Laya decision models
Late-interaction option heads and a Learn-then-Test abstention gate for Laya decision models
Platforms
On X
1/ Built layax on @Nandakishorm1's Laya, an open typed-decision model. Laya fits every label into one shared token budget, so wide label sets suffer. layax scores each label separately. Banking77: 0.453 → 0.908, same test rows. Code: Weights:
Project: layax→Related projects
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-multilingual
convaiinnovations
A multilingual System 1 model that returns calibrated typed decisions over text in one pass
openJev-verdict-2.0
Heman10x-NGU
Develops and benchmarks a non-autoregressive typed-decision model against Jev and Laya