JanusFlow: Unified Multimodal Understanding and Generation via Autoregressive Flow

JanusFlow: Unified Multimodal Understanding and Generation via Autoregressive Flow

Suraj Khanal

About JanusFlow: Unified Multimodal Understanding and Generation via Autoregressive Flow

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

Publisher
Suraj Khanal
Category
technology
Language
en
Explicit
No
First episode
27 Feb 2025
Latest episode
27 Feb 2025

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