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Reading: DeepSeek Launches Open-Source Image Generation Model, Janus Pro 7B
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PhotoNews Pakistan > Tech > DeepSeek Launches Open-Source Image Generation Model, Janus Pro 7B
Tech

DeepSeek Launches Open-Source Image Generation Model, Janus Pro 7B

Web Desk
By Web Desk Published January 28, 2025 2 Min Read
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DeepSeek. Photo Credits: Jaap Arriens/ NurPhoto via Getty Images
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Chinese artificial intelligence (AI) firm DeepSeek unveiled its latest open-source image generation model, Janus Pro 7B.

The release follows the company’s recent success with its fully open-source frontier foundation models, including the reasoning-focused DeepSeek-R1. DeepSeek asserts that Janus Pro 7B outperforms OpenAI’s DALL-E 3 across multiple benchmarks and is available under a permissive MIT licence for academic and commercial use.

Key Features of Janus Pro 7B

  1. Advanced Architecture:
  • The Janus Pro 7B is the successor to the Janus and Janus Pro 1B models and features significant functional upgrades.
  • It uses an autoregressive framework that unifies multimodal understanding and generation with improvements to the architecture and encoder.
  1. Efficient Processing:
  • The model decouples visual encoding into separate pathways while utilizing a unified transformer architecture for processing.
  • For multimodal understanding, it employs the SigLIP-L vision encoder, and for generation, it uses a tokenizer with a downsample rate of 16.
  1. Benchmark Performance:
  • In internal testing, Janus Pro 7B scored 80% on GenEval and 84.2 on DPG-Bench, outperforming DALL-E 3 and Stable Diffusion models.
  • Independent testing in the coming days will provide further insights into its capabilities.

Availability and Licensing

  • Janus Pro 7B is available for download on GitHub and Hugging Face.
  • It is released under an MIT license, allowing free use for both academic and commercial purposes.
  • A demo of the model is also available, though DeepSeek has not yet announced an API for integration.

Perplexity, an AI platform, has announced support for DeepSeek-R1 alongside OpenAI’s o1 AI model in related news. Perplexity CEO Aravind Srinivas described DeepSeek-R1 as the “world’s most powerful reasoning model” and confirmed its availability to all users.

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