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Seed 1.8 - A general agent model launched by ByteDance

Seed 1.8 is a general-purpose agent model launched by ByteDance, possessing powerful multimodal capabilities and supporting text and image input. The model integrates search, code generation, and GUI interaction capabilities, enabling efficient completion of complex workflows...

What is Seed1.8?

Seed 1.8 is a general-purpose agent model launched by ByteDance, possessing powerful multimodal capabilities and supporting text and image input. The model integrates search, code generation, and GUI interaction capabilities, enabling it to efficiently complete tasks in complex workflows. Seed 1.8 optimizes inference efficiency, supports multiple thinking modes, and performs exceptionally well in scenarios such as information retrieval and complex instruction following. In image and video understanding, Seed 1.8 significantly surpasses its predecessors, approaching industry-leading levels. Designed for real-world needs, Seed 1.8 is dedicated to solving complex tasks and driving the development of intelligent agent models towards versatility.

Main features of Seed 1.8

  • Multimodal input and interactionIt supports text and image input, can understand and generate text and image content, and is suitable for multimodal application scenarios.
  • Information retrieval and analysisIt excels in complex information retrieval tasks, and can quickly and accurately acquire and integrate information.
  • Code generation and programming assistanceIt supports code generation, helping developers quickly complete software development tasks and improve development efficiency.
  • Graphical User Interface (GUI) InteractionIt has powerful GUI interaction capabilities, supporting direct operation with various interfaces to complete multi-step tasks.
  • Complex workflow processingThe model can perform complex task processes and supports multi-task parallel processing and cross-domain knowledge transfer.
  • Video understanding and analysisIt performs exceptionally well in video reasoning, motion perception, and long video understanding, and supports real-time video interaction and segment analysis.
  • Intelligent decision-making and planningIt performs intelligent reasoning and constraint optimization based on user needs to generate solutions that meet actual requirements, such as travel planning.

The technical principles of Seed1.8

  • Multimodal fusion architectureIt combines the capabilities of Language Modeling (LLM) and Visual Language Modeling (VLM) to process both text and image information, enabling multimodal input and output.
  • Agent System DesignIt adopts an Agent architecture, integrating search, code generation, and GUI interaction capabilities, and efficiently completes complex tasks through intelligent scheduling and resource allocation.
  • Dynamic thinking modeIt supports multiple thinking modes and automatically adjusts the reasoning depth and computing resource allocation according to the complexity of the task to optimize performance and efficiency.
  • Reinforcement learning and optimizationBy using reinforcement learning and training with a large amount of real-world data, the adaptability and generalization ability of the model in complex tasks can be improved.
  • Video processing technologyThe introduction of video tools (such as VideoCut) and Token Efficiency optimizations enhances video understanding capabilities and supports long video reasoning and real-time interaction.
  • Real-world demand-driven trainingTraining and evaluation are based on real-world needs and workflows to ensure that the model can adapt to changing real-world application scenarios.

How to use Seed 1.8

  • Visit the official website of Doubao Big ModelVisit the official website of Doubao Big Model.
  • Navigate to the large model pageIn the navigation bar, find and click the "Large Model" option.
  • Select "Doubao Large Model"": On the large model page, find the "Doubao Large Model" module and select "Doubao Large Model 1.8".
  • Click "Experience Now"On the Doubao Big Model 1.8 page, click the "Experience Now" button to enter the experience interface.
  • Start usingAfter entering the experience interface, enter text or upload images according to the page prompts to experience Seed 1.8's multimodal interaction capabilities.

Seed 1.8 project address

  • Project official websitehttps://seed.bytedance.com/zh/seed1_8
  • Technical Papers: https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/research/Seed-1.8-Modelcard.pdf

Application scenarios of Seed1.8

  • Smart office and automation tasksSeed 1.8 enables functions such as document processing, code generation, task automation, and intelligent customer service, improving office efficiency and optimizing workflows.
  • Education and LearningThe model can provide personalized learning guidance, intelligent teaching assistance, and language learning support, helping to make education more personalized and efficient.
  • Information retrieval and data analysisSeed 1.8 can quickly integrate information from multiple sources, analyze data to generate reports, and provide users with accurate information retrieval and decision support.
  • Multimedia and Visual ApplicationsIt analyzes image and video content to assist in video editing and intelligent monitoring, expanding the intelligent boundaries of multimedia applications.
  • Finance and CommerceSeed 1.8 excels in financial data analytics, business intelligence, and customer service, enabling smarter financial and business decisions.
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