ziyang-arch

ziyang-arch's Stars

• meta-llama/llama

  Inference code for Llama models

  Language:Python56.8k5261k9.6k

• lm-sys/FastChat

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

  Language:Python37.3k3521.8k4.6k

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python36.2k2155.5k4.5k

• microsoft/DeepSpeed

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

  Language:Python35.9k3462.9k4.2k

• pytorch/examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

  Language:Python22.5k3996419.6k

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.6k2543.6k3.7k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++13.7k1951.5k1.7k

• AI4Finance-Foundation/FinRL

  FinRL: Financial Reinforcement Learning. 🔥

  Language:Jupyter Notebook10.3k2077232.5k

• OpenMathLib/OpenBLAS

  OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

  Language:C6.5k2032.3k1.5k

• ROCm/HIP

  HIP: C++ Heterogeneous-Compute Interface for Portability

  Language:C++3.8k142881540

• NVIDIA/nccl

  Optimized primitives for collective multi-GPU communication

  Language:C++3.3k1541.3k836

• juncongmoo/pyllama

  LLaMA: Open and Efficient Foundation Language Models

  Language:Python2.8k3593309

• HuaizhengZhang/Awesome-System-for-Machine-Learning

  A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

  2.6k12430301

• NiuTrans/ABigSurvey

  A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

  2k1116240

• NVIDIA-developer-blog/code-samples

  Source code examples from the Parallel Forall Blog

  Language:HTML1.2k11525634

• pytorch/torchdynamo

  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

  Language:Python1k45567124

• matrix-profile-foundation/matrixprofile

  A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

  Language:Python363186462

• microsoft/msccl

  Microsoft Collective Communication Library

  Language:C++325122830

• Zilize/DrawCV

  Awesome CV template based on Draw.io. 基于 Draw.io 绘制的简历模板

  3131026

• KernelTuner/kernel_tuner

  Kernel Tuner

  Language:Python2941010750

• yzhaiustc/Optimizing-SGEMM-on-NVIDIA-Turing-GPUs

  Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.

  Language:Cuda2897745

• astra-sim/astra-sim

  ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale

  Language:C++28614117119

• ROCm/rccl

  ROCm Communication Collectives Library (RCCL)

  Language:C++28035103124

• msr-fiddle/philly-traces

  Language:Jupyter Notebook1826531

• tukl-msd/DRAMPower

  Fast and accurate DRAM power and energy estimation tool

  Language:C++137145647

• yzhaiustc/Optimizing-DGEMM-on-Intel-CPUs-with-AVX512F

  Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually, even under multithreading.

  Language:C1165123

• microsoft/msccl-tools

  Synthesizer for optimal collective communication algorithms

  Language:Python9992124

• parasailteam/coconet

  Language:HTML733911

• AMDResearch/DAGEE

  Directed Acyclic Graph Execution Engine (DAGEE) is a C++ library that enables programmers to express computation and data movement, as task graphs that are scheduled concurrently and asynchronously on both CPUs and GPUs.

  Language:C++44638

• ziyang-arch/Hybrid-Cooling-For-Data-Center

  Language:MATLAB3000