C
laya
by convaiinnovations
A multilingual-ready System 1 model that returns calibrated typed decisions over text in one pass
Platforms
On X
Laya classifies billing questions in 33ms across 100+ languages
Your LLM writes a paragraph to answer "is this billing or tech?" Laya answers in 33ms, in 100+ languages, with probabilities that are actually calibrated. No parsing. No hallucinations. Apache 2.0.
Project: laya→
A Three.js trolley-problem experiment powered by Laya
Joke, but it was with real laya decision model and three.js animation/experiment courtesy of local GLM 5.3 Flash EXL3.
Project: laya→Laya cuts tool-selection tokens in half in OMP
This is cutting my tokens in half on omp, which is great even on local, but not the only benefit of optimizing tool selection for omp.
Project: laya→
Benchmark compares Laya and Julia-1 on a local setup
@caiolombello acredito que sim, me custou alguns minutos abrir um novo terminal e pedir pra rodar um benchmark comparando as 3 opções aqui no meu processador e setup rodou super bem, atendendo até uma escala bem impressionante de requests/s
Project: laya→
OpenRelay’s playground exposes four Laya decision presets
Laya makes decisions instead of writing text. Use a few hundred labeled examples to set thresholds before relying on it. The playground has four presets. Docs: Model by Convai Innovations:
Project: laya→
Laya answers a test question in 31 milliseconds
testing Laya "ms_per_question":"31.0ms" nice!
Project: laya→Related projects
laya
NandhaKishorM
Runs multilingual typed-decision models and provides routing, serving, and integration options
23.9k·GitHub repo
laya-mlx
mizorewww
Runs Laya typed-decision models locally on Apple Silicon using MLX
6.3k·GitHub repo
laya-coreml
mizorewww
Runs Laya typed-decision models locally on Apple Silicon using Core ML and the Neural Engine
1.4k·GitHub repo
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laya-multilingual
convaiinnovations
A multilingual System 1 model that returns calibrated typed decisions over text in one pass
14.2k·HF model
C
laya-demo
convaiinnovations
A Gradio demo for Laya typed decisions, multilingual routing, moderation, and RAG filtering
288·HF Space
openJev-verdict-2.0
Heman10x-NGU
Develops and benchmarks a non-autoregressive typed-decision model against Jev and Laya
286·GitHub repo