8000 GitHub - OpenVanguard/remma-o1: Remma-O1: An open-source Language Model with 1.17B Params, built on pytorch from scratch. Work in Progress!!! Open for collaboration. · GitHub
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remma-o1

License Contributions Welcome Release Pending Releases

Overview

remma-o1 is an open-source Small Language Model (SLM) designed for collaboration, and accurate natural language processing. This project aims to empower developers and researchers by providing:

  • Versatile and context-aware AI capabilities.
  • A robust, adaptable foundation for building intelligent systems.
  • Opportunities for community-driven innovation and enhancements.

Key Features

  • Open Source: Built to foster collaboration and innovation.
  • Scalable: Easily adaptable for various NLP tasks and applications.
  • Efficient: Optimized for performance and accuracy.
  • Community-Centric: Encourages contributions to enhance features and usability.
  • Model Size: Model parameters: 1177.79M

Getting Started

Prerequisites

Ensure you have the following installed:

  • Python 3.10 or higher
  • Git

Installation

  1. Clone the repository:

    git clone https://github.com/OpenVanguard/.git
    cd 
  2. Install dependencies:

    pip install -r requirements.txt
  3. Verify installation by running a test script:

    python test_remma.py

Usage

Import the model and start using it in your Python projects:

from openvangaurd import Remma

model = Remma.load()
response = model.generate("What is open source?")
print(response)

Contributing

We welcome contributions to remma-o1! Whether it's reporting bugs, suggesting features, or submitting pull requests, your input helps improve this project. Please see the CONTRIBUTING.md file for guidelines.

Roadmap

  • Fine-Tuning Support: Enable fine-tuning for domain-specific tasks.
  • Multi-Language Support: Expand capabilities to support multiple languages.
  • API Integration: Provide a RESTful API for seamless integration.

License

This project is licensed under the MIT License. See the LICENSE file for details.


For updates and discussions, follow OpenVanguard.

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Remma-O1: An open-source Language Model with 1.17B Params, built on pytorch from scratch. Work in Progress!!! Open for collaboration.

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