The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
Implementation of Alpha Fold 3 from the paper: "Accurate structure prediction of biomolecular interactions with AlphaFold3" in PyTorch
Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"
Build high-performance AI models with modular building blocks
The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google
A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.
Democratization of RT-2 "RT-2: New model translates vision and language into action"
Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
Implementation of the ScreenAI model from the paper: "A Vision-Language Model for UI and Infographics Understanding"
Implementation of "PaLM-E: An Embodied Multimodal Language Model"
Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
Pytorch implementation of the models RT-1-X and RT-2-X from the paper: "Open X-Embodiment: Robotic Learning Datasets and RT-X Models"
Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊
Implementation of "PaLM2-VAdapter:" from the multi-modal model paper: "PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter"
Implementation of M2PT in PyTorch from the paper: "Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities"
Multi-Modality Native Search Engine
This repository presents a production-grade implementation of a transformer-based text embedding model inspired by OpenAI's text-embedding-ada-002.