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LLM Finetuning with peft
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
An easy-to-use Python framework to generate adversarial jailbreak prompts.
[ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".
Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
A curation of awesome tools, documents and projects about LLM Security.
PyTorch implementation of normalizing flow models
A Python library for amortized Bayesian workflows using generative neural networks.
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Natural Language Processing Tutorial for Deep Learning Researchers
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
🌺Algorithm papers, coursewares, documents, notes and other materials are constantly being updated.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。