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Hyperparameter Tuning Using Bayesian Optimization in MATLAB

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Hyperparameter Tuning Using Bayesian Optimization in MATLAB

“Hyperparameter optimization is a key step in the development of deep reinforcement learning algorithms, aimed at improving performance by adjusting the algorithm’s hyperparameters. Currently, there are various hyperparameter optimization methods, among which Bayesian optimization is widely used due to its efficiency and intelligent search mechanism. Therefore, this article mainly studies hyperparameter optimization methods based on … Read more

Comprehensive Analysis of LoRA, QLoRA, RLHF, PPO, DPO, and Flash Attention

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Comprehensive Analysis of LoRA, QLoRA, RLHF, PPO, DPO, and Flash Attention

With the rapid development of large models, there has been significant technological iteration and updates in just a year, from LoRA, QLoRA, AdaLoRa, ZeroQuant, Flash Attention, KTO, distillation techniques to model incremental learning, data processing, and understanding new open-source models, almost every day brings new developments. As algorithm engineers, do you feel like your learning … Read more

Can ADCs Be Outperformed by Support Champions?

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Can ADCs Be Outperformed by Support Champions?

The current version’s ADC weakness is no secret, and the rise of many “Carry” type supports has made the ADC’s position even more precarious. In favorable match situations, they can often deal unexpected amounts of damage, sometimes even achieving the highest damage in the game. The two most popular supports in the current version are … Read more

Three Key Considerations for Support at Level One

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Three Key Considerations for Support at Level One

Disclaimer This article is co-authored by “Wang Zhe Lao Yu Jian” and published by Game Little Fan Nanna. Currently, most supports at level one only focus on helping the mid-lane secure the wave. Although this seems fine, if you approach every game with this mindset, it could lead to significant issues. The time for supports … Read more

ADC Supports: New Strategies for Itemization and Gameplay

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ADC Supports: New Strategies for Itemization and Gameplay

WeChat ID: Miss_game Recently, the “Incense Burner” strategy has become popular in both casual and professional matches, but recently, there was a new AD support itemization strategy appearing in the LSPL arena, featuring a 13-minute Kog’Maw with Blade of the Ruined King + support Incense Burner starting team fights, and the outcome of this game … Read more

Revolutionizing Embedded Application Development with Rust

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Revolutionizing Embedded Application Development with Rust

The field of embedded development has always faced challenges regarding code security, efficiency, and resource management. Traditional embedded development models often require developers to directly manipulate hardware registers, leading to complex and error-prone code with high maintenance costs. To address these issues, Embassy was born, combining the advantages of the Rust language with asynchronous programming … Read more