Ovis2.6 30B A3B EU AI Act Compliance Profile

Ovis2.6-30B-A3B

Introduction

We introduce Ovis2.6-30B-A3B, the latest advancement in the Ovis series of Multimodal Large Language Models (MLLMs). Building on the strong foundation of Ovis2.5, Ovis2.6 upgrades the LLM backbone to a Mixture-of-Experts (MoE) architecture, delivering superior multimodal performance at a fraction of the serving cost. It also brings major improvements in long-context and high-resolution understanding, visual reasoning with active image analysis, and information-dense document comprehension.

Key Features

• MoE Architecture: Superior Performance with Low Serving Cost
  The LLM backbone has been upgraded to a Mixture-of-Experts (MoE) architecture. This allows Ovis2.6 to scale up to 30B total parameters, capturing vast amounts of knowledge and nuance. Crucially, it achieves this with only ~3B active parameters during inference, ensuring low serving costs and high throughput.

• Enhanced Long-Sequence and High-Resolution Processing
  Ovis2.6 extends the context window to 64K tokens and supports image resolutions up to 2880×2880, significantly improving its ability to process high-resolution and information-dense visual inputs. These enhancements are particularly effective for long-document question answering, where the model must gather and synthesize clues scattered across multiple pages to derive the correct answer.

• Think with Image
  We introduce the "Think with Image" capability, which transforms vision from a passive input into an active cognitive workspace. During reasoning, the model can actively invoke visual tools (e.g., cropping and rotation) to re

Your obligations as a Ovis2.6 30B A3B deployer

Track your progress

Sign up to track obligations, receive deadline reminders, and generate audit packages.

Tags