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Show HN: Emu2 – A Gemini-like open-source 37B Multimodal Model

Dec 22, 2023 - news.ycombinator.com
The Beijing Academy of Artificial Intelligence (BAAI) has introduced Emu2, a new generative multimodal model aimed at enhancing AI's proficiency in handling tasks across various modalities. Emu2, an open-source initiative, has shown superior performance over other large-scale models like Flamingo-80B in few-shot multimodal understanding tasks. It offers a flexible platform for developers to create specialized multimodal applications.

Emu2's key features include a more streamlined modeling framework than its predecessor, Emu, a decoder for reconstructing images from the encoder's semantic space, and an expansion to 37 billion parameters for improved capabilities and generalization. BAAI has also released fine-tuned versions, Emu2-Chat for visual understanding and Emu2-Gen for visual generation. The resources for Emu2 are available for those interested in exploring or contributing to the project.

Key takeaways:

  • Emu2 is a new generative multimodal model developed by the Beijing Academy of Artificial Intelligence (BAAI), designed to enhance AI's proficiency in handling tasks across various modalities.
  • It has demonstrated superior performance over other large-scale models in few-shot multimodal understanding tasks and serves as a versatile base model for developers.
  • Key features of Emu2 include a more streamlined modeling framework, a decoder capable of reconstructing images from the encoder's semantic space, and an expansion to 37 billion parameters.
  • BAAI has released fine-tuned versions of Emu2, including Emu2-Chat for visual understanding and Emu2-Gen for visual generation.
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