context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
chunking — Splitting documents into passages small enough to embed and retrieve individually — the step that quietly determines whether retrieval works at all.
open weights — A model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.
streaming — Sending a model's response token by token as it is generated, so the reader sees text immediately instead of waiting for the whole answer.
Why it matters
Voxtral Realtime ships Apache 2.0 open weightsA model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.Full definition → with a genuine streamingSending a model's response token by token as it is generated, so the reader sees text immediately instead of waiting for the whole answer.Full definition → architecture and latency configurable below 200ms, while Mini Transcribe V2 adds diarization, word-level timestamps and context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → biasing in 13 languages.
