Alternatives and similar repositories for kernels

Users that are interested in kernels are comparing it to the libraries listed below

• foundation-model-stack / fms-fsdp
  🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…
  ☆271Updated last week
• changjonathanc / flex-nano-vllm
  FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.
  ☆302Updated last week
• huggingface / kernel-builder
  👷 Build compute kernels
  ☆171Updated this week
• huggingface / picotron_tutorial
  ☆225Updated 3 weeks ago
• meta-pytorch / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆223Updated last year
• MekkCyber / TritonAcademy
  A repository to unravel the language of GPUs, making their kernel conversations easy to understand
  ☆195Updated 5 months ago
• mgmalek / efficient_cross_entropy
  ☆121Updated last year
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆248Updated last month
• nil0x9 / flash-muon
  Flash-Muon: An Efficient Implementation of Muon Optimizer
  ☆206Updated 4 months ago
• meta-pytorch / torchft
  Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
  ☆446Updated this week
• foundation-model-stack / foundation-model-stack
  🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
  ☆216Updated this week
• meta-pytorch / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆302Updated 2 months ago
• gpu-mode / ring-attention
  ring-attention experiments
  ☆155Updated last year
• gpu-mode / profiling-cuda-in-torch
  ☆176Updated last year
• vllm-project / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆187Updated last week
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆265Updated 2 months ago
• NVIDIA-NeMo / Automodel
  Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
  ☆147Updated this week
• dropbox / gemlite
  Fast low-bit matmul kernels in Triton
  ☆392Updated 2 weeks ago
• Deep-Learning-Profiling-Tools / triton-viz
  ☆246Updated this week
• BobMcDear / attorch
  A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
  ☆582Updated 3 months ago
• AnswerDotAI / cold-compress
  Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…
  ☆147Updated last year
• NVIDIA / Star-Attention
  Efficient LLM Inference over Long Sequences
  ☆390Updated 4 months ago
• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆102Updated 3 weeks ago
• open-lm-engine / accelerated-model-architectures
  A bunch of kernels that might make stuff slower 😉
  ☆64Updated this week
• gau-nernst / learn-cuda
  Learn CUDA with PyTorch
  ☆104Updated this week
• wolfecameron / nanoMoE
  An extension of the nanoGPT repository for training small MOE models.
  ☆210Updated 8 months ago
• vdesai2014 / inference-optimization-blog-post
  ☆89Updated last year
• meta-pytorch / torchforge
  PyTorch-native post-training at scale
  ☆509Updated this week
• facebookresearch / LayerSkip
  Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
  ☆344Updated 6 months ago
• facebookresearch / spdl
  Scalable and Performant Data Loading
  ☆331Updated last week