kungfu-team / tenplexLinks
Dynamic resources changes for multi-dimensional parallelism training
☆26Updated 8 months ago
Alternatives and similar repositories for tenplex
Users that are interested in tenplex are comparing it to the libraries listed below
Sorting:
- A resilient distributed training framework☆94Updated last year
- An experimental parallel training platform☆54Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆191Updated 2 weeks ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆83Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆126Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆143Updated 6 months ago
- LLM serving cluster simulator☆108Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆27Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- nnScaler: Compiling DNN models for Parallel Training☆114Updated this week
- ☆67Updated last year
- Compiler for Dynamic Neural Networks☆46Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Stateful LLM Serving☆79Updated 4 months ago
- ☆110Updated 8 months ago
- ☆55Updated 4 years ago
- ☆19Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆39Updated last year
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆66Updated 4 months ago
- ☆75Updated 4 years ago
- ☆25Updated last year
- Synthesizer for optimal collective communication algorithms☆113Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆59Updated 8 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆24Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 11 months ago
- ☆74Updated 3 years ago
- ☆23Updated last year