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@PKU-DAIR

DAIR Lab

Data and Intelligence Research (DAIR) Lab @ Peking University

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  1. Hetu Public

    Forked from Hsword/Hetu

    A high-performance distributed deep learning system targeting large-scale and automated distributed training.

    Python 297 33

  2. open-box Public

    Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    Python 404 54

  3. Hetu-Galvatron Public

    Forked from AFDWang/Hetu-Galvatron

    Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs).

    Python 144 8

  4. SGL Public

    A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

    Python 150 22

  5. mindware Public

    Forked from thomas-young-2013/mindware

    An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

    Python 56 9

  6. Starter-Guide Public

    A comprehensive guide for beginners in the field of data management and artificial intelligence.

    184 8

Repositories

Showing 10 of 38 repositories
  • Hetu-Galvatron Public Forked from AFDWang/Hetu-Galvatron

    Galvatron is an automatic distributed training system designed for Transformer models, including Large Language Models (LLMs).

    Python 144 Apache-2.0 11 2 0 Updated Apr 17, 2025
  • Vue 1 0 0 0 Updated Apr 8, 2025
  • Starter-Guide Public

    A comprehensive guide for beginners in the field of data management and artificial intelligence.

    184 8 1 (1 issue needs help) 0 Updated Apr 8, 2025
  • A-Tune-Online Public

    [ICDE 2025] A-Tune-Online: Efficient and QoS-aware Online Configuration Tuning for Dynamic Workloads.

    Python 1 0 0 0 Updated Mar 28, 2025
  • CAFE Public Forked from HugoZHL/CAFE

    [SIGMOD 2024] CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

    Python 3 MIT 5 0 0 Updated Mar 19, 2025
  • Hetu Public Forked from Hsword/Hetu

    A high-performance distributed deep learning system targeting large-scale and automated distributed training.

    Python 297 Apache-2.0 52 0 2 Updated Mar 14, 2025
  • FreeHGC Public Forked from GooLiang/FreeHGC
    Python 3 1 0 0 Updated Dec 6, 2024
  • LoRA_Inlaid Public Forked from YiFei1532/LoRA_Inlaid
    1 1 0 0 Updated Oct 23, 2024
  • open-box Public Forked from thomas-young-2013/open-box

    Generalized and Efficient Blackbox Optimization System

    Python 404 81 12 1 Updated Oct 17, 2024
  • RAG-Survey Public Forked from hymie122/RAG-Survey

    Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

    285 111 0 0 Updated Jun 21, 2024