Granite Switch 4.1:单端点实现聊天、决策与语音
原标题:Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint
AI 摘要
IBM 在 Hugging Face 博客发布 Granite Switch 4.1(8B 与 30B),将通用决策 aLoRA、安全决策 Guardian aLoRA 以及 OpenASR 榜单上最快的 ASR 模型 Granite-Speech-5.0-Turbo-CTC 组合进单一托管端点,显存占用与基础模型相当。由于采用缓存高效的 Activated LoRA,基础模型的 KV cache 可在后续适配器决策中复用,配合 vLLM 低秩适配推理优化,模型能在聊天、决策与语音转写请求间快速切换。官方称 30B 版本在 5 步 RAG 工作流中快于 Jev-27B,并计划发布 Adapter SDK 供社区自定义组合适配器。
正文节选
Introduced last spring, the Granite Switch project enables a modular approach to model development. Now Granite Switch 4.1 models, armed with a Decision adapter and the fastest ASR model on the OpenASR leaderboard, can move efficiently between natural-language responses, general and specialized decisions, and speech-to-text tasks—all from one hosted endpoint. Specifically, Granite-Switch-4.1-8B and -30B models are configured to include: - A new Decision aLoRA for general-purpose decision-making