/NeuraLake-Reasoning-Ui

Primary LanguageTypeScript

NeuraLake Open Reasoning UI

iSA-02 Interface - Open Source

Welcome to the official interface for iSA-02, the world’s first Small Reasoning Model (SRM). This interface is designed to simplify the use and integration of the iSA-02 model into various AI applications, leveraging its unique ability for dynamic logical reasoning with support for context windows of up to 256K tokens.

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Demo: https://youtu.be/ulRUaj-p-L4

🌟 About iSA-02

iSA-02 redefines the limits of reasoning in AI:

  • Developed from Llama 3.2 3B with enhancements based on synthetic datasets from NeuraLake.
  • Ability to adjust reasoning as the context window increases or decreases.
  • Available in F16 (VLLM) and GGUF (Hugging Face) formats.

For more technical details about iSA-02, visit our official article.

🚀 Interface Features

  • Easy Setup: Quick configuration to start using the model.
  • Broad Compatibility: Supports integration with frameworks like Hugging Face and VLLM.
  • Advanced Monitoring: Detailed logs to track reasoning in real time.
  • Modularity: Customize the interface to meet your specific needs.

🛠️ Installation

  1. Clone this repository:

    git clone https://github.com/celdiniz/NeuraLake-Reasoning-Ui
cd isa-02-interface

  2. Install the dependencies using npm or pnpm:

    • Using npm: 
      npm install
    • Or using pnpm: 
      pnpm install

  3. Build the project:

    • Using npm: 
      npm run build
    • Or using pnpm: 
      pnpm run build

📚 Complete Documentation

Access our documentation for detailed guides, advanced examples, and integration tips.

🧪 Contributing

Contributions are welcome! Please follow the steps below:

  1. Fork the repository.
  2. Create a branch for your feature: git checkout -b feature/new-feature.
  3. Submit a pull request for review.

🛡️ License

This interface is open source under the Apache 2.0 License.

📬 Contact

Citation

@misc{isa02,
  author = {NeuraLake, Celso H A Diniz},
  title = {iSA-02: The First Small Reasoning Model, NeuraLake-Reasoning-Ui},
  year = {2024},
  license = {Apache 2.0},
  url = {https://github.com/celdiniz/NeuraLake-Reasoning-Ui,https://huggingface.co/NeuraLakeAi/iSA-02-Nano-1B-Preview},
}

We teach silicon and metal how to reason.