gpu-mode / profiling-cuda-in-torch
☆133Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for profiling-cuda-in-torch
- ☆82Updated 8 months ago
- ☆144Updated this week
- Cataloging released Triton kernels.☆133Updated 2 months ago
- ring-attention experiments☆96Updated 3 weeks ago
- This repository contains the experimental PyTorch native float8 training UX☆211Updated 3 months ago
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆479Updated 2 weeks ago
- Solve puzzles. Learn CUDA.☆60Updated 10 months ago
- ☆72Updated 4 months ago
- Accelerated First Order Parallel Associative Scan☆162Updated 2 months ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆86Updated last year
- An implementation of the transformer architecture onto an Nvidia CUDA kernel☆157Updated last year
- Applied AI experiments and examples for PyTorch☆160Updated last week
- Small scale distributed training of sequential deep learning models, built on Numpy and MPI.☆103Updated last year
- Simple and fast low-bit matmul kernels in CUDA / Triton☆137Updated this week
- Implementation of Diffusion Transformer (DiT) in JAX☆252Updated 5 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆117Updated 3 months ago
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆191Updated 3 weeks ago
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆66Updated 5 months ago
- Collection of kernels written in Triton language☆63Updated 2 weeks ago
- A library for unit scaling in PyTorch☆105Updated this week
- Helpful tools and examples for working with flex-attention☆462Updated 2 weeks ago
- Annotated version of the Mamba paper☆455Updated 8 months ago
- ☆227Updated 2 months ago
- Experiment of using Tangent to autodiff triton☆71Updated 9 months ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆112Updated 6 months ago
- For optimization algorithm research and development.☆417Updated this week
- ☆32Updated 5 months ago
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆163Updated this week
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆184Updated last month
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆104Updated last month