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roadmap_en.md

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Road Map

  • Asset Management
    • Model Management: Supports both Git protocol and web interface, enabling branch version control and access control.
    • Dataset Management: Supports both Git protocol and web interface, enabling branch version control and access control.
    • Large File Support: Supports Git Large File Storage (LFS) protocol and Object Storage Service (OSS) storage.
    • Code Repos: Built-in code repo management functionality, allowing for the association of code with models, datasets, and Space applications.
    • Multiple Sources Sync: Supports configuration and enabling of remote repositories for automatic data synchronization, with support for remote sources like OpenCSG ChuanShen Community and Huggingface.
    • Online Edit: Models, datasets, and code repos can be uploaded, downloaded, edited, or deleted through a web interface, with support for committing changes.
    • DataSet Online Viewer: A dataset web viewing tool that supports viewing metadata and TopN data of datasets in various formats.
  • LLM Capability Enhancement
    • Dataset Preview: Supports the functionality of previewing dataset data.
    • OneClick Fine-Tuning: Supports integration with OpenCSG llm-finetune, enabling one-click initiation of model fine-tuning training.
    • OneClick Inference: Supports integration with OpenCSG llm-inference, enabling one-click initiation of model inference services.
    • Data Format Convert: Conversion of mainstream model and dataset formats, with support for configuring automated format conversion rules.
    • Asset Copilot: Implements an Asset Management Copilot, supporting natural language queries and management of assets via Chatbot or API interface.
  • Applications and Enterprise Features
    • Access Control: Supports setting permissions for private and public projects, accommodating both organizational and individual accounts.
    • App Space: Supports hosting Gradio/Streamlit applications and publishing them to the Space application area.
    • Fine-grained Access Control: Fine-grained permission and access control settings tailored for enterprise architecture.
  • Security and Compliance
    • Git Adaptation: Supports integration with Gitea Server.
    • Security Design: Features interface authentication mechanisms and supports private deployment.
    • Generic GitServer Adaptor: A universal GitServer adapter that supports a variety of mainstream Git repository backends through an adaptor pattern.
    • Asset Metadata: An asset metadata management mechanism, supporting custom metadata types and corresponding AutoTag rules.
    • Compliance Traceability: Traceability and verification of model and license compliance.
    • Data Integrity Verification: Verification of data integrity.