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LightOn·Feb 18, 2026·v1.0·open source

OriOn

OriOn is a family of long-context visual language models developed by LightOn, capable of processing up to 250 pages in a single pass. The 32-billion parameter model achieves state-of-the-art performance, matching or exceeding models seven times its size. Combined with Paradigm's Visual RAG, OriOn enhances agentic workflows by providing extended memory for deep reasoning, tool chaining, and complex task execution on sovereign infrastructure.

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overview

OriOn is a family of long-context visual language models developed by LightOn, capable of processing up to 250 pages in a single pass. The 32-billion parameter model achieves state-of-the-art performance, matching or exceeding models seven times its size. Combined with Paradigm's Visual RAG, OriOn enhances agentic workflows by providing extended memory for deep reasoning, tool chaining, and complex task execution on sovereign infrastructure.

key features
  • 01Processes up to 250 pages in a single pass
  • 0232-billion parameter model with state-of-the-art performance
  • 03Integrates with Paradigm's Visual RAG for enhanced agentic workflows
  • 04Enables deep reasoning and complex task execution on sovereign infrastructure
  • 05Open training recipes, benchmarks, and ablation insights available
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