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 - Code World

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

Enterprise 2023-09-15 18:18:40 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/qq_41185868/article/details/132868326

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

Practical application of large models 12-GPT4 framework introduction and detailed training process, as well as parallelism strategies, expert trade-off mechanisms, reasoning trade-offs, etc.

Introduction to three commonly used RPC frameworks in JAVA

The improvement for Bert is mainly reflected in increasing training corpus, adding pre-training tasks, improving mask methods, adjusting model structure, adjusting hyperparameters, model distillation, etc.

PTM of AI: Summary and progress of pre-training model technology (updating)

Commonly used js processing functions, etc.

Summary record of commonly used frameworks for inference deployment of deep learning models

python list, add list, delete the list, a list of commonly used methods, etc.

Detailed operation statements commonly used in MySql databases (including adding, deleting, modifying, etc.)

ML: Introduction to Probability Calibration in Supervised Learning for Improving Machine Learning Model Efficiency, and Detailed Strategies for Case Applications

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

Linux commonly used decompression commands (tar, zip, gzip, etc.)

Commonly used design patterns (singleton pattern, factory pattern, etc.)

ML's sklearn: a detailed guide to the explanation of the commonly used function parameters (such as confusion_matrix, etc.) in sklearn.metrics and their usage instructions

What are the commonly used frameworks for Python network programming?

Commonly used frameworks based on the .NET platform

Top ten frameworks commonly used in Android

Flutter commonly used third-party frameworks

In-depth study of the Diff algorithm in front-end frameworks (Vue, React, etc.)

Regular Expressions for JavaScript Interviews: How to convert "get-element-by-id" into camel case, how to verify commonly used email addresses, ID cards, QQ numbers and other information, etc.

Multimodal pre-training large model~

Commonly used 3.3V and 5V bidirectional flat conversion schemes, digital logic device model flip-flops, etc.

Vuecli uses element/custom body color/form [detailed explanation] -- form validation, form elements are arranged in one line, commonly used form elements, and error reporting, etc.

Explanation of GBDT algorithm principle and summary of commonly used training frameworks: XGBoost LightGBM CatBoost NGBoost

Deep Learning Application - Computer Vision - Image Classification [3]: Detailed introduction to model structure, implementation, and model features of ResNeXt, Res2Net, Swin Transformer, Vision Transformer, etc.

Common network codes and pre-training models such as VGG, ResNet, GoogleLeNet, AlexNet, etc.

Java high-frequency interview questions: microservices + kafka + caching + algorithms + frameworks, etc., to help the golden nine silver ten sprint

Ali’s Java knowledge map is exposed for the first time: covering languages, frameworks, microservices, components, deployments, containers, etc.

Personal summary of commonly used algorithms (sort, power of two, dichotomy, etc.)

How to write square root in html, etc. HTML character entities commonly used in web pages

Recommended

Ranking

SpringBoot entry and the advantages and disadvantages

idea maven report system omitted for duplicate solutions

StackOverflow error when casting to a superclass

2019-06-06 Elastic products Compatibility

springcloud gateway集成oauth2.0

HTTP Headers的Request Headers

js declares arrays and adds object variables to arrays

Nginx summary (c) port-based virtual host configuration

6 Best Practices for Contract Management

Codeforces Round #631 (Div. 2)

Daily

More

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)

2025-03-16(0)

2025-03-15(0)

2025-03-14(0)