kwai / Megatron-KwaiLinks
[USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism
☆54Updated 10 months ago
Alternatives and similar repositories for Megatron-Kwai
Users that are interested in Megatron-Kwai are comparing it to the libraries listed below
Sorting:
- PyTorch bindings for CUTLASS grouped GEMM.☆122Updated 5 months ago
- ☆99Updated 6 months ago
- ☆95Updated 8 months ago
- ☆137Updated 2 months ago
- nnScaler: Compiling DNN models for Parallel Training☆113Updated last month
- A lightweight design for computation-communication overlap.☆132Updated 3 weeks ago
- Sequence-level 1F1B schedule for LLMs.☆24Updated this week
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- High performance Transformer implementation in C++.☆124Updated 4 months ago
- PyTorch distributed training acceleration framework☆49Updated 3 months ago
- ☆71Updated 2 weeks ago
- ☆73Updated 4 years ago
- Summary of some awesome work for optimizing LLM inference☆73Updated this week
- A collection of memory efficient attention operators implemented in the Triton language.☆271Updated 11 months ago
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆80Updated 2 weeks ago
- ☆138Updated last year
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆100Updated last year
- ☆148Updated 4 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆93Updated last month
- Examples of CUDA implementations by Cutlass CuTe☆188Updated 4 months ago
- Zero Bubble Pipeline Parallelism☆395Updated 3 weeks ago
- ☆76Updated last month
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆253Updated 2 months ago
- ☆86Updated 5 months ago
- ☆36Updated 9 months ago
- Pipeline Parallelism Emulation and Visualization☆37Updated last week
- ☆85Updated 2 months ago
- ☆79Updated 2 weeks ago
- ATC23 AE☆45Updated 2 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆63Updated 2 months ago