sunway513

sunway513's Stars

• facebookresearch/generative-recommenders

  Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

  Language:Python625107

• state-spaces/mamba

  Mamba SSM architecture

  Language:Python12.4k1k

• jpvillam-amd/rocBLASTER

  Language:C++82

• sanchit-gandhi/whisper-jax

  JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

  Language:Jupyter Notebook4.3k368

• lm-sys/FastChat

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

  Language:Python36.4k4.5k

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python6k606

• ROCm/amd_matrix_instruction_calculator

  A tool for generating information about the matrix multiplication instructions in AMD Radeon™ and AMD Instinct™ accelerators

  Language:Python605

• ROCm/rocmProfileData

  Language:C++135

• nebuly-ai/optimate

  A collection of libraries to optimise AI model performances

  Language:Python8.4k643

• ELS-RD/kernl

  Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

  Language:Jupyter Notebook1.5k93

• facebookincubator/AITemplate

  AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

  Language:Python4.5k362

• NielsRogge/Transformers-Tutorials

  This repository contains demos I made with the Transformers library by HuggingFace.

  Language:Jupyter Notebook9k1.4k

• amd/UIF

  5710

• commaai/openpilot

  openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.

  Language:Python49.2k9k

• buddy-compiler/buddy-mlir

  An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).

  Language:C++477156

• tensorflow/models

  Models and examples built with TensorFlow

  Language:Python76.9k45.8k

• facebookresearch/FAMBench

  Benchmarks to capture important workloads.

  Language:Python2823

• Grench6/RX580-rocM-tensorflow-ubuntu20.4-guide

  Install guide of ROCm and Tensorflow on Ubuntu for the RX580

  10613

• fffaraz/awesome-cpp

  A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

  58.5k7.8k

• AnthonyCalandra/modern-cpp-features

  A cheatsheet of modern C++ language and library features.

  19.4k2.1k

• open-gpu-compute/builds

  Language:Cuda1

• rapidsai/cudf

  cuDF - GPU DataFrame Library

  Language:C++8.2k883

• geekcomputers/Python

  My Python Examples

  Language:Python30.9k12.1k

• lcskrishna/nccl-rccl-parser

  Tool to run rccl-tests/nccl-tests based on from an application and gather performance.

  Language:Python27

• deven-amd/tensorflow-models

  Language:Python1

• AdaptiveCpp/AdaptiveCpp

  Implementation of SYCL and C++ standard parallelism for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!

  Language:C++1.3k164

• jwasham/coding-interview-university

  A complete computer science study plan to become a software engineer.

  304k76.2k

• ROCm/pyro

  Deep universal probabilistic programming with Python and PyTorch

  Language:Jupyter Notebook11

• ROCm/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python22150

• NVIDIA/deepops

  Tools for building GPU clusters

  Language:Shell1.2k325