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@autoai-org

AutoAI

Hi there!

Hi there! At AutoAI, we're building gears for the future of machine learning - A more automatic, more accessible and more flexible machine learning. Initially we were funded by the innovator fellowship from ETH Library Lab for the project AID, and later on continued as a free community for anyone to work together on demoncratizing machine learning.

What we do

Systems for MLOps

  • Project AID: With Project AID, we are trying to build a platform that everyone can upload, share and reuse machine learning models. It is like the App Store, the NPM, and the Python Package Index, but for machine learning models. Documents and Model Hub.
  • ShiFTML: ShiftML is an efficient and flexible search engine for transfer learning. Documents.
  • TinyNet: TinyML is a simple, lightweight machine learning framework implemented in pure Python, for educational purpose. Documents.

Data-Centric AI Development

  • Data Cleaning Challenge @ DataPerf: With the data cleaning challenge, we hope to direct human attention (cleaning efforts) toward data examples that matter more to the improvement of ML models.

ML Systems at Larger-Scale

  • GMService: A modular framework for serving generative models.
  • FFMZip: FFMZip is a system for efficiently serving finetuned foundation models.
  • FMEngine: Experimental Training/Serving framework for foundation models.

Please stay tuned for more news and updates :)

Want to contribute?

Join our Discord and talk to us!

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  1. AID AID Public

    One-Stop System for Machine Learning.

    TypeScript 320 33

  2. Tinyml Tinyml Public

    The Neural Network Framework Implemented in Pure Python.

    Python 9 2

  3. ShiftML ShiftML Public

    Search Engine for Pretrained ML Models

    Python

  4. fmengine fmengine Public

    Forked from eth-easl/fmengine

    Scripts for training large models and compression experiments

    Python 1

Repositories

Showing 10 of 23 repositories
  • chatbot-ui Public Forked from mckaywrigley/chatbot-ui

    AI chat for every model.

    autoai-org/chatbot-ui’s past year of commit activity
    TypeScript 0 MIT 8,055 0 0 Updated Jul 8, 2024
  • anse Public Forked from anse-app/anse

    Supercharged experience for ChatGPT, DALL-E and Stable Diffusion.

    autoai-org/anse’s past year of commit activity
    TypeScript 0 MIT 443 0 0 Updated Apr 4, 2024
  • trzsz-ssh Public Forked from trzsz/trzsz-ssh

    trzsz-ssh ( tssh ) is an alternative to ssh client, offers additional useful features, such as login prompt, trzsz ( trz / tsz ), batch login, remember password, zmodem ( rz / sz ), etc.

    autoai-org/trzsz-ssh’s past year of commit activity
    Go 0 MIT 102 0 0 Updated Mar 30, 2024
  • deltazip Public Forked from eth-easl/deltazip

    Compression for Foundation Models

    autoai-org/deltazip’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 2 0 0 Updated Mar 28, 2024
  • fmengine Public Forked from eth-easl/fmengine

    Scripts for training large models and compression experiments

    autoai-org/fmengine’s past year of commit activity
    Python 1 Apache-2.0 10 0 0 Updated Jan 21, 2024
  • infinity Public Forked from michaelfeil/infinity

    Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of sentence-transformer models and frameworks.

    autoai-org/infinity’s past year of commit activity
    Python 0 MIT 97 0 0 Updated Jan 15, 2024
  • autoai-org/draw-fast’s past year of commit activity
    TypeScript 0 745 0 0 Updated Jan 14, 2024
  • openai-forward Public Forked from KenyonY/openai-forward

    🚀 大型语言模型的高效转发服务 · An efficient forwarding service designed for LLMs. · OpenAI API Reverse Proxy · ChatGPT API Proxy

    autoai-org/openai-forward’s past year of commit activity
    Python 0 MIT 284 0 0 Updated Jan 3, 2024
  • HexGen Public Forked from zhenyutiancandy/HexGen

    Serving LLMs on heterogeneous decentralized clusters.

    autoai-org/HexGen’s past year of commit activity
    Python 0 Apache-2.0 9 0 0 Updated Nov 30, 2023
  • .github Public
    autoai-org/.github’s past year of commit activity
    0 0 0 1 Updated Sep 12, 2023

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