Core Capabilities
Limina Labs

Core
Capabilities_ AIGC

Tech Illustration

Leveraging core algorithms from the Institute of Information Cognition and Intelligent Systems at Tsinghua University, we focus on developing vertical AIGC applications. By building a comprehensive AIGC ecosystem, we empower diverse industries to embrace AI and drive innovative growth.

General Foundation Models
Phase 01

Core Capabilities of Foundation Models

Action

Resource Aggregation & Integration

  • -> Data: Ensuring data authenticity and integrity.
  • -> Small Models: Enabling qualitative and quantitative analysis.
  • -> APIs: Providing cross-application support.
  • -> Documentation: Knowledge base for professional responses.
Phase 02

Transforming Foundation Models into Industry Experts

Action

Industry-Specific Application Development

  • -> Chain of Thought (CoT): Empowering models to achieve a closed loop of perception, decision-making, and execution.
  • -> Workflow Development: Orchestrating processes based on specific application scenarios.
Phase 03

Industry Model Validation & Optimization

Action

Feedback Mechanisms & Domain-Specific Fine-Tuning

  • -> Deployment: Rapidly previewing and deploying models to generate immediate value.
  • -> User Evaluation: Reviewing model outputs and accumulating platform data to drive continuous optimization.
  • -> Model Fine-Tuning: Continuously refining models for progressive domain specialization.
/// AI Agent Framework
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Practical Applications
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