zhuohan123 / terapipe
☆62Updated 3 years ago
Related projects: ⓘ
- Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.☆41Updated 9 months ago
- ☆33Updated 2 weeks ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆70Updated last month
- ☆72Updated last year
- ☆65Updated 2 years ago
- ☆68Updated 9 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆110Updated last month
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆33Updated last year
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆69Updated 3 years ago
- ☆127Updated last month
- ☆15Updated this week
- A baseline repository of Auto-Parallelism in Training Neural Networks☆138Updated 2 years ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆90Updated last month
- An experimental parallel training platform☆46Updated 5 months ago
- Research and development for optimizing transformers☆121Updated 3 years ago
- PyTorch bindings for CUTLASS grouped GEMM.☆57Updated 2 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆76Updated last year
- ☆12Updated 2 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆41Updated 3 weeks ago
- Compiler for Dynamic Neural Networks☆42Updated 10 months ago
- ☆25Updated 3 years ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆14Updated 4 months ago
- ☆14Updated last year
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated 4 months ago
- A resilient distributed training framework☆78Updated 5 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆166Updated 11 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆92Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆186Updated last month
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆183Updated last month