khushi-411

khushi-411's Stars

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python83.6k1.7k46.2k22.6k

• karpathy/nanoGPT

  The simplest, fastest repository for training/finetuning medium-sized GPTs.

  Language:Python37.1k3743185.9k

• karpathy/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda24.3k2461392.7k

• karpathy/llama2.c

  Inference Llama 2 in one file of pure C

  Language:C17.4k1932212.1k

• karpathy/micrograd

  A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

  Language:Jupyter Notebook10.4k150301.5k

• NVIDIA/apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

  Language:Python8.4k1001.2k1.4k

• adam-maj/tiny-gpu

  A minimal GPU design in Verilog to learn how GPUs work from the ground up

  Language:SystemVerilog7.1k6824532

• intel-analytics/ipex-llm

  Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

  Language:Python6.7k2512.6k1.3k

• pytorch-labs/gpt-fast

  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

  Language:Python5.6k61104512

• NVIDIA/cutlass

  CUDA Templates for Linear Algebra Subroutines

  Language:C++5.6k1091.1k956

• linkedin/Liger-Kernel

  Efficient Triton Kernels for LLM Training

  Language:Python3.4k3998189

• NVIDIA/libcudacxx

  [ARCHIVED] The C++ Standard Library for your entire system. See https://github.com/NVIDIA/cccl

  Language:C++2.3k6794186

• NVIDIA/stdexec

  `std::execution`, the proposed C++ framework for asynchronous and parallel programming.

  Language:C++1.6k56548161

• lcompilers/lpython

  Python compiler

  Language:C++1.5k341k163

• NVIDIA/cccl

  CUDA Core Compute Libraries

  Language:C++1.2k301.4k158

• Lightning-AI/lightning-thunder

  Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

  Language:Python1.2k3454178

• imteekay/programming-language-research

  ✨ Programming Language Research, Applied PLT & Compilers

  Language:Clojure87320052

• j2kun/mlir-tutorial

  MLIR For Beginners tutorial

  Language:C++808181767

• illustrated-machine-learning/illustrated-machine-learning.github.io

  Website containing illustrations about Machine Learning theory!

  Language:JavaScript598121262

• NVIDIA/jitify

  A single-header C++ library for simplifying the use of CUDA Runtime Compilation (NVRTC).

  Language:C++516254864

• modularml/max

  A collection of sample programs, notebooks, and tools which highlight the power of the MAX Platform

  Language:Python3622413147

• NVIDIA/cuQuantum

  Home for cuQuantum Python & NVIDIA cuQuantum SDK C++ samples

  Language:Jupyter Notebook347206165

• microsoft/onnxscript

  ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.

  Language:Python2802757353

• NVIDIA/Fuser

  A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")

  Language:C++2661868653

• jax-ml/ml_dtypes

  A stand-alone implementation of several NumPy dtype extensions used in machine learning.

  Language:C++20694828

• albanD/subclass_zoo

  Language:Jupyter Notebook146132824

• metaopt/optree

  OpTree: Optimized PyTree Utilities

  Language:Python1415227

• csarofeen/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:C++2656827

• emcastillo/torch-mlir-ltc-backend

  Standalone backend compilation for torch-mlir ltc

  Language:C++4300

• csarofeen/simple_ir

  Language:C++2100