Large model distributed training parallel technology (1) - overview - Code World

Large model distributed training parallel technology (1) - overview

News 2023-08-26 02:41:20 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/qq_27590277/article/details/132486425

Large model distributed training parallel technology (1) - overview

Large model distributed training parallel technology (3) - pipeline parallelism

Overview of large model technology development - (1)

Overview of large model technology development - (3)

Overview of large model technology development - (4)

PyTorch 1.4 release: support for Java and distributed parallel training model

Large-Scale Machine Learning in SparkMLlib: Distributed Model Training and Deployment

Deep learning: Large-scale model distributed training framework DeepSpeed

Technology Trends | Flying Paddle Diagram Learning Large Model Training Framework

【Large model】—General overview of AI large model

[Distributed training] Pytorch-based distributed data parallel training

Parallel optimization of distributed training data: ZeRO

Distributed parallel training (DP, DDP, DeepSpeed)

【CS324】LLM (large model capabilities, data, architecture, distributed training, fine-tuning, etc.)

Revealing the secret of memory explosion: solving the OOM problem of large model distributed training

Overview of the principles of efficient fine-tuning technology for large model parameters (2) - BitFit, Prefix Tuning, Prompt Tuning

Large model training time estimation

DeepSpeed accelerates large model training

Prompt Learning in Large Model Training

Introduction to Parallel and Distributed Computing: Overview of OpenMP Statements (Continuous Update)

Taotian Group and Aicheng Technology open source large model training framework Megatron-LLaMA

Breaking Through Large Models | Alluxio Helps AI Large Model Training - Success Stories (1)

Introduction to Parallel and Distributed Computing (2) Programming Model and Hardware Model

Large model reinforcement learning reward model training

Distributed transactions [1] Distributed Transaction Overview

Introduction to Parallel and Distributed Computing (1) Indicators for measuring the quality of parallel programs

"Pytorch" Distributed Data Parallel and mixed precision training (Apex) in Pytorch

Parallel and Distributed Computing Chapter 1 Basic Concepts

Overview of large language models (6) Model use

Large Model Development 06: LangChain Overview

Recommended

Ranking

thread specific data

The heap and stack of the Python memory space and the change logic of the list

From white to the open source Apache Member, my growth path

Build JMeter+Jenkins+Ant persistence

The lock on SQL2005

SlidingMenu

Hyper-V failed to install win10, prompting SCSI DVD (0,0)The boot loader failed

鉴权 5 兄弟：cookie、session、token、jwt、单点登录，终于有人说清楚了！

Rust String (String) Detailed Explanation

Native method stack JVM memory structures

Daily

More

2025-03-26(0)

2025-03-25(0)

2025-03-24(0)

2025-03-23(0)

2025-03-22(0)

2025-03-21(0)

2025-03-20(0)

2025-03-19(0)

2025-03-18(0)

2025-03-17(0)