vMira 5.2 is a focused refresh on top of 5.1: a reworked post-training pipeline delivers measurable gains on Russian, code, and multi-step reasoning, with the same deployment footprint as 5.1. Available today across every vMira product.
vMira 5.1 is our most capable Russian-language model. Released today across all our products: long context, image input, an optional reasoning mode, and a deployment footprint that runs from a hosted API to a single on-device server.
A reasoning model that drafts, verifies, and edits before answering. We separated the thinking from the answer, gave you a budget knob, and aligned the model to know when to stop.
Native Russian, ruble billing, on-premise option, and data residency inside the Russian Federation in compliance with Federal Law 152-FZ. Here is what changed and what stayed the same.
Image, video, audio, and 3D in a single canvas. Drag any output into any input, keep the full prompt history, and export back to the tools your studio already uses.
We are publishing the full set of tests we run before each release: 612 tests, 11 categories, the prompts, the scoring scripts, and our own scores. Reproducible from a single command on consumer hardware.
vMira now remembers what matters across conversations — the projects you are working on, the tone you prefer, what it has already explained to you. Optional, audit-able, and fully under your control.
A pattern we see across small operations: conversation in, structured planning out — fewer spreadsheets, less waste, a calmer evening. Here is what the pattern looks like, why it works, and how to build for it.