kungfu-team / tenplexLinks
Dynamic resources changes for multi-dimensional parallelism training
☆30Updated 3 months ago
Alternatives and similar repositories for tenplex
Users that are interested in tenplex are comparing it to the libraries listed below
Sorting:
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆222Updated 4 months ago
- A resilient distributed training framework☆96Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆154Updated 2 weeks ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆54Updated 3 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- LLM serving cluster simulator☆125Updated last year
- An experimental parallel training platform☆56Updated last year
- ☆79Updated last month
- A framework for generating realistic LLM serving workloads☆88Updated 2 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆32Updated last year
- ☆124Updated last year
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆68Updated 8 months ago
- ☆57Updated 4 years ago
- Stateful LLM Serving☆89Updated 9 months ago
- nnScaler: Compiling DNN models for Parallel Training☆120Updated 2 months ago
- ☆27Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated 2 years ago
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆78Updated 2 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆133Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- Synthesizer for optimal collective communication algorithms☆121Updated last year
- ☆83Updated 3 years ago
- ☆79Updated 3 years ago
- ☆21Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆49Updated last year
- Microsoft Collective Communication Library☆66Updated last year
- ☆25Updated 2 years ago