AlibabaPAI / FlashModels
Fast and easy distributed model training examples.
☆10Updated 2 months ago
Alternatives and similar repositories for FlashModels:
Users that are interested in FlashModels are comparing it to the libraries listed below
- PyTorch distributed training acceleration framework☆39Updated last week
- A fast communication-overlapping library for tensor parallelism on GPUs.☆280Updated 3 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆142Updated 2 years ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆274Updated this week
- Microsoft Collective Communication Library☆331Updated last year
- MSCCL++: A GPU-driven communication stack for scalable AI applications☆292Updated this week
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆90Updated last year
- ☆142Updated 3 weeks ago
- ☆73Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 7 months ago
- Development repository for the Triton-Linalg conversion☆168Updated last month
- ☆140Updated 9 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆307Updated 4 months ago
- ☆95Updated last month
- Yinghan's Code Sample☆305Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆102Updated 9 months ago
- nnScaler: Compiling DNN models for Parallel Training☆87Updated 3 weeks ago
- Zero Bubble Pipeline Parallelism☆317Updated 2 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆47Updated 5 months ago
- ☆180Updated 6 months ago
- ☆23Updated 4 years ago
- Curated collection of papers in machine learning systems☆222Updated last month
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆59Updated 8 months ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆137Updated 3 weeks ago
- High performance Transformer implementation in C++.☆99Updated last week
- ☆141Updated this week
- ☆128Updated last month
- Shared Middle-Layer for Triton Compilation☆220Updated this week
- A benchmark suited especially for deep learning operators☆42Updated last year
- Efficient and easy multi-instance LLM serving☆284Updated last week