IBM Granite Switch 4.1.1 发布 支持模型热更新
IBM 发布 Granite Switch 4.1.1，重点展示了其模块化 Switch 架构下的“像更新软件一样更新模型”的能力。该版本主要作为上一周发布的 Granite Switch 4.1 的补丁或增量更新，旨在优化多语言与标点处理能力，并提供了 Speech-to-Decisions 演示。
报道正文
Granite Switch 4.1.1 — Update models like you update software
Enterprise Article Published October 29, 2026 Upvote 2
[Kate Soule katesoule Follow](https://huggingface.co/katesoule) [ibm-granite](https://huggingface.co/ibm-granite) [Luis A Lastras GrizleeBer Follow](https://huggingface.co/GrizleeBer) [ibm-granite](https://huggingface.co/ibm-granite) [Subhajit Chaudhury subhajit1412 Follow](https://huggingface.co/subhajit1412) [ibm-granite](https://huggingface.co/ibm-granite) [Abraham Daniels abedaniels Follow](https://huggingface.co/abedaniels) [ibm-granite](https://huggingface.co/ibm-granite) 
Just over a week ago, we released Granite Switch 4.1, showing that our modular Switch architecture lets you configure a language model with specialized, cache-efficient adapters — adding new expertise on a single endpoint.
Granite Switch 4.1.1 is a patch release. The version number means what it means in software: fully backwards compatible with 4.1, no migration, incremental improvements under the hood.
- Updated Granite Speech ASR model — multilingual speech-to-text across 10 languages with native punctuation and capitalization, so transcripts are ready for downstream models without a formatting pass.
- Updated Decision adapter in granitelib-core — featuring improved overall performance on the Jev Decision Index test set.
While we are excited about these new features, what is notable is the speed and efficiency with which our teams could release this update. Apart from training the new ASR model and Decision adapter, nothing was recomputed: the base model is untouched. You compose the latest adapters you want and deploy.
This pattern can power far more than patch releases to an IBM-provided model. We're working on tutorials and an Adapter SDK so developers and third-party providers can build their own adapters — iterate on versions, test features, and ship updates the way you ship software. More soon.
Until then, test out our latest models, and try out the new multilingual and punctuation capabilities powering our Speech-to-Decisions demo.