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

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

News 2023-09-07 01:34:32 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/just_sort/article/details/131091874

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

DeepSpeed combined with Megatron-LM training GPT2 model notes (on)

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

[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

Java Zero Basic Introduction: Practical Tutorial (2)

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

Understanding and use of optimizer.zero_grad(), loss.backward(), optimizer.step()

PTM: Introduction to large model acceleration methods or frameworks (pre-training stage/inference stage), commonly used frameworks (Megatron-LM/Colossal-AI/DeepSpeed, etc., FastLLM/vLLM, etc.), detailed strategies for case applications

[NLP] In-depth understanding of Megatron-LM

[Translation] [Markey Jester (MarkeyJester) Motorola 68000 Start Tutorial] II - Basic Instructions | 2. SUB instruction (minus)

Unity3d: YooAsset builds Assetbundle code analysis with zero redundancy

Zero-based CSS Introductory Tutorial (2) - How to Apply CSS

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

Optimizer (2)

[文献阅读]—Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation

[文献阅读]——Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Chapter 18_GPT of Renesas MCU Zero-Basic Introductory Tutorial Series

The zero-based character image unpacking tutorial

JavaScript zero-based introductory tutorial

HTML Basics zero eight minutes Tutorial

Hacking tutorial, from zero basics to proficiency

Game Modeling Zero-Basic Learning Tutorial

Трилогия серии Zero: Zero, Zero-Offload, Zero-Infinity

Трилогия серии Zero: Zero, Zero-Offload, Zero-Infinity

Трилогия серии Zero: Zero, Zero-Offload, Zero-Infinity

Трилогия серии Zero: Zero, Zero-Offload, Zero-Infinity

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

Tutorial on using the efficient translation tool GPT plug-in

Recommended

Ranking

How to improve eclipse development efficiency

Study notes (18): zero-base mastering Python entry to actual combat-loop sentences, repeating the cycle (3)

NAVICAT PREMIUM remember the password, but forget the root user password

Mutually Exclusive: Summary of the Hardware Approach

Vue project buried point scheme

The Android veteran driver teaches you how to quickly assault a big factory interview, quickly make up for these knowledge points, success is a must-see!

Detailed explanation of embedded Linux application dependency library packaging

AutoDL to view the tensorboard curve in real time (combined with official documents)

"Xcode" unexpectedly quit

201771010115-Liu Zhimei-Case Study of Experiment 4 Software Project

Daily

More

2025-04-18(0)

2025-04-17(0)

2025-04-16(0)

2025-04-15(0)

2025-04-14(0)

2025-04-13(0)

2025-04-12(0)

2025-04-11(0)

2025-04-10(0)

2025-04-09(0)