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    29 repositories

    • triteia

      Public
      Useful Kernels for ML in Triton
      Cuda
      •
      Apache License 2.0
      •0•0•2•0•Updated Dec 20, 2024Dec 20, 2024

    • torchtitan

      Public
      A native PyTorch Library for large model training
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •225•0•0•0•Updated Dec 18, 2024Dec 18, 2024

    • deltazip

      Public
      Compression for Foundation Models
      Jupyter Notebook
      •
      Apache License 2.0
      •3•19•0•1•Updated Dec 12, 2024Dec 12, 2024

    • vidur

      Public
      A large-scale simulation framework for LLM inference
      Python
      •
      MIT License
      •50•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • mixtera-model-eval

      Public
      Nuts and bolts for evaluation of models trained in context of mixtera
      Python
      •0•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • modyn

      Public
      Modyn is a research-platform for training ML models on growing datasets.
      Python
      •
      MIT License
      •5•35•92•3•Updated Dec 11, 2024Dec 11, 2024

    • dirigent

      Public
      Dirigent: Lightweight Serverless Orchestration
      kubernetesserverlessfaasorchestratorcontainerdfaas-platformfirecracker
      Go
      •
      MIT License
      •3•25•0•0•Updated Dec 8, 2024Dec 8, 2024

    • llm-compressor

      Public
      Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
      Python
      •
      Apache License 2.0
      •66•0•0•0•Updated Nov 28, 2024Nov 28, 2024

    • pccheck

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

    • pecan-experiments

      Public
      Contains instructions and scripts for the ATC'24 Pecan artifact evaluation.
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 14, 2024Oct 14, 2024

    • fmengine

      Public
      Utilities for Training Very Large Models
      Python
      •10•56•4•0•Updated Sep 25, 2024Sep 25, 2024

    • cachew

      Public
      ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).
      C++
      •
      Apache License 2.0
      •74k•36•0•2•Updated Sep 10, 2024Sep 10, 2024

    • nanotron

      Public
      Minimalistic large language model 3D-parallelism training
      Python
      •
      Apache License 2.0
      •133•0•0•0•Updated Jul 19, 2024Jul 19, 2024

    • mlibc

      Public
      Portable C standard library
      C
      •
      MIT License
      •135•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • cglm-metadata

      Public
      Hosts CGLM metadata
      0•0•0•0•Updated Jun 6, 2024Jun 6, 2024

    • orion

      Public
      An interference-aware scheduler for fine-grained GPU sharing
      Python
      •
      MIT License
      •17•114•9•1•Updated May 12, 2024May 12, 2024

    • serving

      Public
      Kubernetes-based, scale-to-zero, request-driven compute
      Go
      •
      Apache License 2.0
      •1.2k•0•0•0•Updated May 7, 2024May 7, 2024

    • cloud-comp-arch-project

      Public
      Starter code for semester project in Cloud Computing Architecture course at ETH Zurich
      Python
      •8•4•0•0•Updated Mar 13, 2024Mar 13, 2024

    • cloudlab_extension

      Public
      Copy node connection information easily
      JavaScript
      •0•1•0•0•Updated Mar 13, 2024Mar 13, 2024

    • rWasm

      Public
      A cross-platform high-performance provably-safe sandboxing Wasm-to-native compiler
      Rust
      •6•0•0•0•Updated Jan 14, 2024Jan 14, 2024

    • cachew_experiments

      Public
      ML Input Data Processing as a Service
      Python
      •
      Apache License 2.0
      •2•8•0•1•Updated Oct 20, 2023Oct 20, 2023

    • elastic-learning-rate-evaluation

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Aug 16, 2023Aug 16, 2023

    • airflow

      Public
      Python
      •
      Apache License 2.0
      •1•0•0•1•Updated Feb 17, 2023Feb 17, 2023

    • varuna

      Public
      Python
      •29•0•0•0•Updated Jul 25, 2022Jul 25, 2022

    • adaptdl

      Public
      Resource-adaptive cluster scheduler for deep learning training.
      Python
      •
      Apache License 2.0
      •79•0•0•0•Updated May 24, 2022May 24, 2022

    • elastic

      Public
      PyTorch elastic training
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •98•0•0•0•Updated Apr 14, 2022Apr 14, 2022

    • CheckFreq

      Public
      Python
      •
      MIT License
      •23•0•0•0•Updated Dec 20, 2021Dec 20, 2021

    • ray

      Public
      An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
      Python
      •
      Apache License 2.0
      •5.9k•0•0•0•Updated Sep 21, 2021Sep 21, 2021

    • memcache-perf-dynamic

      Public
      Load generator for memcached (multi threaded, multi machine)
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •69•0•0•0•Updated Apr 14, 2021Apr 14, 2021