4613

4613's Stars

• coder/code-server

  VS Code in the browser

  Language:TypeScript67.5k7253.5k5.5k

• GokuMohandas/Made-With-ML

  Learn how to design, develop, deploy and iterate on production-grade ML applications.

  Language:Jupyter Notebook37k1.2k715.9k

• lm-sys/FastChat

  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

  Language:Python36.4k3471.8k4.5k

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python34.6k3432.7k4k

• ray-project/ray

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python32.9k47518.4k5.6k

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python26k2254.3k3.8k

• eclipse-theia/theia

  Eclipse Theia is a cloud & desktop IDE framework implemented in TypeScript.

  Language:TypeScript19.9k2947k2.5k

• mlflow/mlflow

  Open source platform for the machine learning lifecycle

  Language:Python18.3k2963.8k4.1k

• EthicalML/awesome-production-machine-learning

  A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

  17.3k402742.2k

• microsoft/graphrag

  A modular graph-based Retrieval-Augmented Generation (RAG) system

  Language:Python16.8k1024311.6k

• argoproj/argo-workflows

  Workflow Engine for Kubernetes

  Language:Go14.8k2025.9k3.2k

• jupyterlab/jupyterlab

  JupyterLab computational environment.

  Language:TypeScript14.1k3098.4k3.3k

• iterative/dvc

  🦉 ML Experiments and Data Management with Git

  Language:Python13.6k1404.7k1.2k

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python10.5k1151.7k999

• dexidp/dex

  OpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors

  Language:Go9.3k1741.1k1.7k

• skypilot-org/skypilot

  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

  Language:Python6.5k711.7k460

• exo-explore/exo

  Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

  Language:Python6.3k56160320

• SeldonIO/seldon-core

  An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

  Language:HTML4.3k852.3k826

• volcano-sh/volcano

  A Cloud Native Batch System (Project under CNCF)

  Language:Go4.1k891.5k936

• lancedb/lancedb

  Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

  Language:Python4k26649280

• tensorchord/Awesome-LLMOps

  An awesome & curated list of best LLMOps tools for developers

  Language:Shell3.7k658357

• stern/stern

  ⎈ Multi pod and container log tailing for Kubernetes -- Friendly fork of https://github.com/wercker/stern

  Language:Go3.2k21134116

• modelscope/data-juicer

  A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！

  Language:Python2.5k18170151

• neo4j-labs/llm-graph-builder

  Neo4j graph construction from unstructured data using LLMs

  Language:Jupyter Notebook2k21363291

• nat-n/poethepoet

  A task runner that works well with poetry.

  Language:Python1.4k1011657

• ray-project/ray-llm

  RayLLM - LLMs on Ray

  Language:Python1.2k208987

• intelligent-machine-learning/dlrover

  DLRover: An Automatic Distributed Deep Learning System

  Language:Python1.2k51231146

• ray-project/kuberay

  A toolkit to run Ray applications on Kubernetes

  Language:Go1.1k24926364

• intel/llm-on-ray

  Pretrain, finetune and serve LLMs on Intel platforms with Ray

  Language:Python8788128

• JiahaoYao/awesome-ray

  Ray - A curated list of resources: https://github.com/ray-project/ray

  33302