CASE / hf-convaiinnovations-laya-multilingualSOURCE / HuggingFace2026年9月19日 11:23

HuggingFace / HUGGINGFACE

VARIANT / MULTILINGUAL

laya-multilingual

Non-autoregressive System 1 decision model covering 100+ languages. Give it a state (text, email, ticket, or JSON) and typed questions; it returns typed answers with probabilities in a single forward pass. No text generation, so nothing to parse and nothing to hallucinate.

中文翻译

中文参考整理中，欢迎补充。

In progress; contributions welcome.

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可运行代码

import laya

agent = laya.load("convaiinnovations/laya-multilingual")
result = agent.predict(
    {"body": "मुझसे इनवॉइस 4411 के लिए दो बार शुल्क लिया गया। कृपया आज ही धनवापसी करें।"},
    {"department": {"type": "choice", "instructions": "Which team should handle `body`?",
                    "criteria": {"billing": "invoices, payments, refunds",
                                 "technical": "bugs and outages", "sales": "pricing"}},
     "refund_requested": {"type": "noul", "instructions": "Does the sender ask for money back?"}},
)
print(result["answers"]["department"]["choice"])      # billing

查看 HuggingFace 原链接

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来源说明

本条为社区整理，仅展示公开来源与链接。代码、文本、头像及商标权利归原作者和原平台所有；Laya 模型归 Convai Innovations 所有。

整理方式：自动采集 · 整理时间：2026年9月22日 14:29