IEEE

Research and Implementation of Secure Dual Algorithm-based Transmission System for Sensitive Data of Large Models in an Open Environment

Abstract: With the rapid deployment of sensitive data of large models in open environments (SDLMIOE), ensuring secure and reliable transmission has become increasingly vital. This study suggests a ...
GitHub

[FSDP] Implement TIS algorithm

The FSDP backend does not yet support the TIS (Token-level Importance Sampling) algorithm. Adding TIS will enable more efficient training by prioritizing high-importance tokens, reducing redundant ...
GitHub

Proximal Policy Optimization (PPO) Implementation

. ├── ppo.py # Core PPO implementation ├── demonstrations/ # Example implementations │ ├── cartpole_demo.py │ ├── lunar_lander_demo.py │ └── README.md ├── requirements.txt # Project dependencies └── ...
IEEE

Quantum Algorithm Design and Its Implementation for Solving Test Sheet Composition Optimization Using a Quantum Annealing Approach

Abstract: In testing systems, the item response theory is a widely used model for accurately synthesizing user response information. However, compared to classical test theory approaches, it imposes a ...