JanusFlow: Unified Multimodal Understanding and Generation via Autoregressive Flow

Suraj Khanal
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  • Technology

JanusFlow unifies image understanding/generation using rectified flow and an autoregressive model. It decouples encoders for tasks, aligning representations during training. Training occurs in 3 stages: adaptation, pre-training, and fine-tuning. This achieves strong performance in both areas with 1.3B parameters

Episodes

  1. 02/27/2025

    JanusFlow - Unified Multimodal Understanding and Generation via Autoregressive Flow

    JanusFlow by DeepSeek AI is an open-source framework for building and deploying scalable AI workflows with efficient orchestration

    21 min
  • 1 Episode

About

JanusFlow unifies image understanding/generation using rectified flow and an autoregressive model. It decouples encoders for tasks, aligning representations during training. Training occurs in 3 stages: adaptation, pre-training, and fine-tuning. This achieves strong performance in both areas with 1.3B parameters

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