IBM's Granite team has published Granite Switch 4.1.1 on the Hugging Face blog, just over a week after Granite Switch 4.1. The company calls it a patch release and uses the version number the way software teams do: it is fully backwards compatible with 4.1, needs no migration and brings incremental improvements.
What changed
Two components were updated:
- Granite Speech ASR model. It converts speech to text in 10 languages and produces native punctuation and capitalization. IBM says transcripts are therefore ready for downstream models without a separate formatting step.
- Decision adapter in granitelib-core. IBM reports better overall performance on the Jev Decision Index test set. That is IBM's own benchmark result as stated in the post, and the post does not give figures.
Why the release process is the story
The post stresses how quickly the update came together. Only the new ASR model and the Decision adapter had to be trained. Nothing else was recomputed, and the base model was not touched. Users compose the adapter versions they want and deploy them.
This follows from the Switch design introduced with 4.1, in which a language model is configured with specialized adapters that keep the cache efficient, adding new expertise on a single endpoint. A fix to one capability therefore does not require replacing the whole model.
What IBM says comes next
IBM is working on tutorials and an Adapter SDK. Developers and outside vendors would be able to create their own adapters, roll out new versions, trial features, and release updates in the same manner they use for ordinary software. No release date is given for either, and the post only says more will follow.
Where to try it
The post points to three models and one demo Space. The demo, Speech to Decisions with Granite, shows live speech being heard and sized up by one Granite Switch model, and it showcases the new multilingual and punctuation capabilities.
What is not in the source
The post does not list the 10 languages, publish accuracy results for the speech model, or describe licence terms or pricing. Any decision to adopt the update should rest on testing with your own audio.