microsoft / nnscalerLinks
nnScaler: Compiling DNN models for Parallel Training
☆118Updated last week
Alternatives and similar repositories for nnscaler
Users that are interested in nnscaler are comparing it to the libraries listed below
Sorting:
- A lightweight design for computation-communication overlap.☆161Updated last week
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆66Updated 5 months ago
- ☆75Updated 4 years ago
- ☆120Updated 10 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆79Updated 9 months ago
- High performance Transformer implementation in C++.☆132Updated 7 months ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆146Updated 3 years ago
- ☆290Updated last week
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆219Updated last year
- ☆69Updated last year
- ☆81Updated 3 months ago
- ☆150Updated last year
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆231Updated 2 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆410Updated 3 months ago
- ☆115Updated 8 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆268Updated 6 months ago
- ☆98Updated last year
- Sequence-level 1F1B schedule for LLMs.☆32Updated 2 weeks ago
- Github mirror of trition-lang/triton repo.☆66Updated this week
- Pipeline Parallelism Emulation and Visualization☆65Updated 3 months ago
- ☆81Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆203Updated last month
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆84Updated 2 years ago
- PyTorch bindings for CUTLASS grouped GEMM.☆113Updated 3 months ago
- LLM serving cluster simulator☆109Updated last year
- Allow torch tensor memory to be released and resumed later☆126Updated 2 weeks ago
- ☆86Updated 3 years ago
- PyTorch bindings for CUTLASS grouped GEMM.☆142Updated 2 weeks ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆29Updated last year
- ☆230Updated last year