Llama2部署记录

1. 创建docker 1.1 docker命令 显示全部的镜像:docker images 创建一个容器:docker run ...<查看1.2节内容> 显示全部的容器:docker ps -a 启动一个容器:docker start &l

异构集群(Heterogeneous Clusters)

1. HeteroG 参考文献: Yi X, Zhang S, Luo Z, et al. Optimizing Distributed Training Deployment in Heterogeneous GPU Clusters: Proceedings of the 16th Intern

3D并行(3D Parallelism)

参考文献: Narayanan D, Shoeybi M, Casper J, et al. Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM: SC' 21, November 14-19

流水线并行(Pipeline Parallelism)

参考文献: Huang Y, Cheng Y, Chen D, et al. GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism: 33rd Conference on Neural Inform

张量并行(Tensor Parallelism)

参考文献: Shoeybi M, Patwary M, Puri R, et al. Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism[J]. ArXiv, 2020 张量并行(
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