zhuohan123 / terapipe
☆72Updated 3 years ago
Alternatives and similar repositories for terapipe:
Users that are interested in terapipe are comparing it to the libraries listed below
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆37Updated 2 years ago
- nnScaler: Compiling DNN models for Parallel Training☆93Updated last week
- Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.☆57Updated last year
- ☆75Updated 2 years ago
- ☆83Updated 3 months ago
- ☆79Updated 2 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆51Updated 6 months ago
- An experimental parallel training platform☆54Updated 10 months ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆73Updated 4 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆145Updated 4 months ago
- Python package for rematerialization-aware gradient checkpointing☆24Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- ☆135Updated 6 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- ☆76Updated 2 years ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆205Updated 6 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆94Updated last month
- ☆50Updated 8 months ago
- A resilient distributed training framework☆88Updated 10 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆20Updated 9 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 3 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 2 months ago
- ☆44Updated last month
- PyTorch bindings for CUTLASS grouped GEMM.☆64Updated 3 months ago
- LLM serving cluster simulator☆92Updated 9 months ago
- ☆52Updated 10 months ago
- ☆100Updated 5 months ago