NUS-HPC-AI-Lab / oh-my-serverLinks
☆30Updated last year
Alternatives and similar repositories for oh-my-server
Users that are interested in oh-my-server are comparing it to the libraries listed below
Sorting:
- ☆42Updated 2 years ago
- Performance benchmarking with ColossalAI☆39Updated 3 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆66Updated 5 months ago
- ☆75Updated 4 years ago
- ☆85Updated 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆120Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆137Updated last month
- Memory footprint reduction for transformer models☆11Updated 2 years ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆214Updated last year
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆231Updated 2 weeks ago
- [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…☆52Updated 2 years ago
- Best practices for training DeepSeek, Mixtral, Qwen and other MoE models using Megatron Core.☆64Updated this week
- Examples for MS-AMP package.☆29Updated last month
- Efficient Attention Methods: A Comprehensive Survey☆75Updated last week
- PyTorch bindings for CUTLASS grouped GEMM.☆110Updated 2 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆79Updated 9 months ago
- Triton implementation of FlashAttention2 that adds Custom Masks.☆132Updated last year
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago
- ☆110Updated last year
- Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional acc…☆38Updated 4 years ago
- ByteCheckpoint: An Unified Checkpointing Library for LFMs☆237Updated last month
- nnScaler: Compiling DNN models for Parallel Training☆115Updated this week
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- ☆43Updated last year
- High Performance Grouped GEMM in PyTorch☆30Updated 3 years ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆51Updated last month
- Bridge Megatron-Core to Hugging Face/Reinforcement Learning☆97Updated this week
- ☆28Updated 4 years ago
- Python package for rematerialization-aware gradient checkpointing☆25Updated last year
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆207Updated this week