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MachineLearningSystem

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  1. 25ASPLOS-Medusa 25ASPLOS-Medusa Public

    Forked from thustorage/Medusa

    Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]

    HTML 10 1

  2. 24MLSYS-prompt-cache 24MLSYS-prompt-cache Public

    Forked from yale-sys/prompt-cache

    Modular and structured prompt caching for low-latency LLM inference

    Python 6

  3. 24PPOPP-Liger 24PPOPP-Liger Public

    C++ 5

  4. Optimus-CC Optimus-CC Public

    [ASPLOS'23] Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression

    Python 3 4

  5. ATC23-Legion ATC23-Legion Public

    Forked from JIESUN233/Legion

    RC4ML GNN System Projects

    C++ 3

  6. Awesome-DL-Scheduling-Papers Awesome-DL-Scheduling-Papers Public

    Forked from S-Lab-System-Group/Awesome-DL-Scheduling-Papers

    2

Repositories

Showing 10 of 628 repositories
  • OSDI25-PipeANN Public Forked from thustorage/PipeANN

    [OSDI'25] Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD

    C++ 0 2 0 0 Updated Apr 24, 2025
  • 25ASPLOS-Hetu-Galvatron Public Forked from PKU-DAIR/Hetu-Galvatron

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

    Python 0 Apache-2.0 11 0 0 Updated Apr 17, 2025
  • 25SIGMOD-Apt-Serve Public Forked from eddiegaoo/Apt-Serve
    Python 0 1 0 0 Updated Apr 12, 2025
  • specreason Public Forked from ruipeterpan/specreason

    PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]

    Python 0 5 0 0 Updated Apr 10, 2025
  • ember Public Forked from pyember/ember
    Python 0 MIT 25 0 0 Updated Apr 8, 2025
  • AReaL Public Forked from inclusionAI/AReaL

    Distributed RL System for LLM Reasoning

    Python 0 Apache-2.0 52 0 0 Updated Apr 4, 2025
  • Triton-distributed Public Forked from ByteDance-Seed/Triton-distributed

    Distributed Triton for Parallel Systems

    C++ 0 MIT 34 0 0 Updated Apr 4, 2025
  • 25NSDI-ByteCheckpoint Public Forked from ByteDance-Seed/ByteCheckpoint

    ByteCheckpoint: An Unified Checkpointing Library for LFMs

    Python 0 Apache-2.0 6 0 0 Updated Apr 2, 2025
  • 25ASPLOS-Ayo Public Forked from NetX-lab/Ayo

    [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo

    Python 0 MIT 2 0 0 Updated Mar 31, 2025
  • async_rlhf Public Forked from mnoukhov/async_rlhf

    Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models

    Python 0 Apache-2.0 5 0 0 Updated Mar 26, 2025
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