[DeepSpeed Tutorial] Fourth, DeepSpeed ZeRO++ blog and code analysis - Code World

[DeepSpeed Tutorial] Fourth, DeepSpeed ZeRO++ blog and code analysis

News 2023-09-07 01:34:12 views: null

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Origin blog.csdn.net/just_sort/article/details/131614994

[DeepSpeed Tutorial] Fourth, DeepSpeed ZeRO++ blog and code analysis

[DeepSpeed Tutorial Translation] II, Megatron-LM GPT2, Zero Redundancy Optimizer and ZeRO-Offload

[DeepSpeed tutorial translation] Third, use PyTorch Profiler in DeepSpeed for performance debugging and Flops Profiler tutorial translation

ZeRO series of DeepSpeed: Carry out memory optimization to the end

[Deep Learning] [Distributed Training] DeepSpeed: AllReduce and ZeRO-DP

Die Hostdatei von DeepSpeed

DeepSpeed usage experience

[DeepSpeed Tutorial Translation] 1, Getting Started, Installation Details and CIFAR-10 Tutorial

DeepSpeed Configuration Parameters - Quick Start

[LLM] DeepSpeed distributed training framework

DeepSpeed accelerates large model training

ZeRO & DeepSpeed: allows training model has more than 100 billion parameter optimization (Microsoft)

[Megatron-DeepSpeed] Detailed Explanation of Tensor Parallel Tool Code mpu (3): Implementation and Testing of Tensor Parallel Layer

[Megatron-DeepSpeed] Tensor parallel tool code mpu detailed explanation (2): encapsulation mappings of Collective communication operation

[Megatron-DeepSpeed] Tensor parallel tool code mpu detailed explanation (1): Parallel environment initialization

руководство по параллельному обучению с несколькими машинами и картами deepspeed

[Перевод] DeepSpeed: очень масштабный инструмент для обучения моделей, который может использовать каждый.

Опыт использования DeepSpeed

Custom model and data for DeepSpeed-Chat training

DeepSpeed-Chat-Codeanalyse und Nutzungsdetails

Distributed parallel training (DP, DDP, DeepSpeed)

[Megatron-DeepSpeed] Detailed Explanation of Tensor Parallel Tool Code mpu (4): Implementation and Testing of Tensor Parallel Version Embedding Layer and Cross Entropy

DeepSpeed beschleunigt die Inferenz großer Modelle durch Systemoptimierung

[Paper notes] chatgpt series 2.3 DeepSpeed-chat SFT training

[Paper notes] chatgpt series 2.6 DeepSpeed-chat dataset

[Deep Learning] Framework for Large Model Training--Use of DeepSpeed

deepspeed multi-machine multi-card parallel training guide

DeepSpeed Ulysses: System optimization for training extremely long sequence Transformer models

DeepSpeed: Large model training framework | JD Cloud technical team

Deep learning: Large-scale model distributed training framework DeepSpeed

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