Lists (15)
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本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
A curated list of awesome papers on dataset distillation and related applications.
blueprint for prime number theorem and more
Representation Engineering: A Top-Down Approach to AI Transparency
A simple way to calibrate your neural network.
A latent text-to-image diffusion model
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
A collection of model transferability estimation methods.
Universal and Transferable Attacks on Aligned Language Models
The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to 2027).
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…
A collection of resources on attacks and defenses targeting text-to-image diffusion models
DomainBed is a suite to test domain generalization algorithms
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
A survey on harmful fine-tuning attack for large language model
Tools for merging pretrained large language models.
Must-read Papers on Knowledge Editing for Large Language Models.
😎 up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.
A lightweight library for large laguage model (LLM) jailbreaking defense.
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"