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).
state-spaces/mamba
Mamba SSM architecture
jpvillam-amd/rocBLASTER
sanchit-gandhi/whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
lm-sys/FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
bitsandbytes-foundation/bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
ROCm/amd_matrix_instruction_calculator
A tool for generating information about the matrix multiplication instructions in AMD Radeon™ and AMD Instinct™ accelerators
ROCm/rocmProfileData
nebuly-ai/optimate
A collection of libraries to optimise AI model performances
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.
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.
NielsRogge/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
amd/UIF
commaai/openpilot
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.
buddy-compiler/buddy-mlir
An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).
tensorflow/models
Models and examples built with TensorFlow
facebookresearch/FAMBench
Benchmarks to capture important workloads.
Grench6/RX580-rocM-tensorflow-ubuntu20.4-guide
Install guide of ROCm and Tensorflow on Ubuntu for the RX580
fffaraz/awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
AnthonyCalandra/modern-cpp-features
A cheatsheet of modern C++ language and library features.
open-gpu-compute/builds
rapidsai/cudf
cuDF - GPU DataFrame Library
geekcomputers/Python
My Python Examples
lcskrishna/nccl-rccl-parser
Tool to run rccl-tests/nccl-tests based on from an application and gather performance.
deven-amd/tensorflow-models
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!
jwasham/coding-interview-university
A complete computer science study plan to become a software engineer.
ROCm/pyro
Deep universal probabilistic programming with Python and PyTorch
ROCm/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
NVIDIA/deepops
Tools for building GPU clusters