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@Agora-Lab-AI

Agora Lab

Advancing Humanity with open source Multi-Modal AI Research
README.md

🌌 Agora: Advancing Humanity Through Open-Source Multi-Modality AI Research 🌠

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Introduction

Agora is a collective of AI Engineers and creators advancing humanity through artificial intelligence.

Our Guiding Principles:

  • Humanity First: Our research has 1 definitive purpose... To advance Humanity above all else.
  • Open Source: From start to finish every project we work on is completely open source even if it does not work yet, our devotion to radical openness faciliates accelerated learning.
  • High-Impact: All of our research is high impact, we focus on projects that can improve the quality of life for millions of human beings through multi-modal, continual, and collective learning!

Research Priorities:

  • 🌐 Multi-modal Approach: Utilizing AI to process and reason with multiple forms of data.
  • 💧 Adaptability: Models that are as fluid as water, capable of being fine-tuned and trained in real-time.
  • 🌲 Reasoning: Our work aims to achieve superintelligence as swiftly as possible. To this end, we strive to augment models' reasoning capabilities through innovative prompting techniques like the Tree of Thoughts or Forest of Thoughts.
  • Collective Intelligence Scaling up collaboration between agents to accomplish real-world tasks.

Our ultimate goal is to foster the development of superintelligent AI that can reason across modalities, tasks, and environments and can collaborate with other AI's!

Now, how can you contribute?

Get Involved:

  • Daily Paper Club: Every night at 10pm we read, analyze, and review the newest and most impactful AI papers! Join the forum chat in the discord

  • Contribue to our active projects below or look towards Kye's github and Agora's Github for projects to collaborate on! to find a project that piques your interest

  • Every Saturday 3pm NYC time, we host a community meeting to talk about the progress made so far in AI research and the remaining challenges left to solve! Sign up here:

  • Share your favorite papers in our papers channel in our discord and discuss it

  • Share your projects in the creator showcase!

  • Gain access to GPUS and or resources for ML experiments!

  • Join our Finetuning team where we finetune the latest models with extreme precision and share them openly! Join the Agora Discord to learn more!

  • Soon, we'll build reserch monasteries in various cities around the world where you can conduct research without distractions like paying rent, food, and other obstructions!

  • Join our vibrant community for frequent events and social gatherings. Whether you enjoy organizing, giving talks, or simply attending, we have something for everyone. From study groups to research meetings, you'll connect with inspiring individuals and never miss out on the action with our packed events calendar!

🎇 Our Projects

We're currently working on various paper implemenentations and made-in-house frameworks. The majority are on Kye's github and Agora's Github:

  • Andromeda 🌌 Andromeda is an ultra-fast foundation language model capable of processing inputs greater than 100,000+ tokens. It's a stepping stone towards realizing our vision of AI with enhanced reasoning abilities.

  • Kosmos-X 🌕 Kosmos-X is a multi-modality foundation model that can process vision, audio, images, and more. By combining different modalities, Kosmos-X represents a leap towards more comprehensive and interconnected AI systems.

  • Palm-E PALM-E is a SOTA Multi-Modality Foundation model that can understand text, images, and robotic sequences and execute intelligent multi-modal tasks in the real-world!

  • Swarms 🪐 Swarms facilitates the creation of swarms of AI agents, opening new possibilities for distributed AI tasks, crowd-based learning, and explorations of emergent behaviors.

  • Zeta Zeta enables you to Build high-performance AI models with modular building blocks!

Join Agora Discord 👈 💬

Join Agora!

📣 Spread the Word

Love what we're doing at Agora? Help us by spreading the word about our mission and projects. Share Agora with your friends and colleagues across your favorite social media platforms:

Or simply share this link with your friends: https://github.com/Agora-X

Thank you for supporting Agora! 💖

Accelerate Backlog

Help us accelerate our backlog by supporting us financially! Note, we're an open source non-profit and so all the revenue we generate is through donations at the moment ;)

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  1. Orca Orca Public

    An Implementation of "Orca: Progressive Learning from Complex Explanation Traces of GPT-4"

    Python 43 7

  2. The-Distiller The-Distiller Public

    Generate High Quality textual or multi-modal datasets with Agents

    Python 18 1

  3. EKR EKR Public

    Elysium Knowledge Repository is an open source initiative to embed all of Humanity's multi-modal knowledge and wisdom.

    Python 9 2

  4. C0gntive-Coder C0gntive-Coder Public

    Python 4 2

  5. .github .github Public

    Advancing Humanity with Multi-Modal AI

    2

Repositories

Showing 10 of 47 repositories
  • OmniByteGPT Public

    An implementation of an all-new foundation model architecture that trains on byte sequences from multiple modalities to handle omni-modal generation of text, video, images and more.

    Agora-Lab-AI/OmniByteGPT’s past year of commit activity
    Python 9 MIT 0 0 4 Updated Dec 23, 2024
  • m1 Public

    M1 is a research project exploring large-scale music generation using diffusion transformers. This repository contains the implementation of our proposed architecture combining recent advances in diffusion models, transformer architectures, and music processing.

    Agora-Lab-AI/m1’s past year of commit activity
    Python 4 MIT 0 0 4 Updated Dec 23, 2024
  • HPSA Public

    This paper introduces a theoretical framework for a revolutionary search algorithm that achieves unprecedented speed through a combination of probabilistic data structures, intelligent data partitioning, and a novel hierarchical index structure.

    Agora-Lab-AI/HPSA’s past year of commit activity
    Python 6 MIT 0 0 4 Updated Dec 23, 2024
  • HydraNet Public

    HydraNet is a state-of-the-art transformer architecture that combines Multi-Query Attention (MQA), Mixture of Experts (MoE), and continuous learning capabilities.

    Agora-Lab-AI/HydraNet’s past year of commit activity
    Shell 4 MIT 0 0 4 Updated Dec 23, 2024
  • STAR Public

    Implementation of the paper from Liquid AI

    Agora-Lab-AI/STAR’s past year of commit activity
    Python 6 MIT 0 0 4 Updated Dec 23, 2024
  • OmegaViT Public

    OmegaViT (ΩViT) is a cutting-edge vision transformer architecture that combines multi-query attention, rotary embeddings, state space modeling, and mixture of experts to achieve superior performance across various computer vision tasks.

    Agora-Lab-AI/OmegaViT’s past year of commit activity
    Python 7 MIT 0 0 4 Updated Dec 23, 2024
  • SRT Public

    An open-source non-official community implementation of the model from the paper: Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks: https://surgical-robot-transformer.github.io/

    Agora-Lab-AI/SRT’s past year of commit activity
    Python 7 MIT 1 0 3 Updated Dec 23, 2024
  • MambaTwo Public

    An open source implementation of Mamba 2 in one file of pytorch

    Agora-Lab-AI/MambaTwo’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Dec 19, 2024
  • SETINet Public

    SETINet is an new net for analyzing astronomical data to detect potential technosignatures of extraterrestrial intelligence.

    Agora-Lab-AI/SETINet’s past year of commit activity
    Python 1 MIT 0 0 1 Updated Dec 9, 2024
  • Evo Public

    An open-source implementation of the model from the paper: "Sequence modeling and design from molecular to genome scale with Evo"

    Agora-Lab-AI/Evo’s past year of commit activity
    Python 1 MIT 0 0 1 Updated Dec 2, 2024
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