linkedin / Liger-Kernel
Efficient Triton Kernels for LLM Training
☆4,183Updated this week
Alternatives and similar repositories for Liger-Kernel:
Users that are interested in Liger-Kernel are comparing it to the libraries listed below
- A PyTorch native library for large model training☆3,091Updated this week
- Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.☆4,399Updated this week
- PyTorch native quantization and sparsity for training and inference☆1,753Updated this week
- Run PyTorch LLMs locally on servers, desktop and mobile☆3,462Updated this week
- PyTorch native post-training library☆4,703Updated this week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆5,749Updated last month
- Implementation for MatMul-free LM.☆2,941Updated 2 months ago
- NanoGPT (124M) in 3.4 minutes☆2,068Updated last week
- Puzzles for learning Triton☆1,300Updated last month
- SGLang is a fast serving framework for large language models and vision language models.☆7,353Updated this week
- FlashInfer: Kernel Library for LLM Serving☆1,797Updated this week
- Tile primitives for speedy kernels☆1,923Updated this week
- Minimalistic large language model 3D-parallelism training☆1,386Updated this week
- Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors a…☆1,257Updated this week
- MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.☆1,217Updated last month
- On-device AI across mobile, embedded and edge for PyTorch☆2,407Updated this week
- Code for BLT research paper☆1,314Updated this week
- Everything about the SmolLM & SmolLM2 family of models☆1,554Updated last week
- Tools for merging pretrained large language models.☆5,113Updated last week
- nanoGPT style version of Llama 3.1☆1,290Updated 5 months ago
- Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.☆1,908Updated 5 months ago
- GPU programming related news and material links☆1,312Updated last week
- TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain…☆9,147Updated this week
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,481Updated 2 months ago
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,326Updated 6 months ago
- Sky-T1: Train your own O1 preview model within $450☆1,795Updated this week
- Composable building blocks to build Llama Apps☆6,036Updated this week
- UNet diffusion model in pure CUDA☆596Updated 6 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆644Updated this week
- Schedule-Free Optimization in PyTorch☆2,061Updated last month