HUJA9's starred repositories
alignment-handbook
Robust recipes to align language models with human and AI preferences
Bag-of-Tricks-for-AT
Empirical tricks for training robust models (ICLR 2021)
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
OpenBackdoor
An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
PromptAttack
An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
llm-attacks
Universal and Transferable Attacks on Aligned Language Models
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
LLMs-Finetuning-Safety
We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20 via OpenAI’s APIs.
LLM-Conversation-Safety
[NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey
swa_gaussian
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
corr2cause
Data and code for the Corr2Cause paper (ICLR 2024)
Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
Awesome-LLM-Interpretability
A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
DecodingTrust
A Comprehensive Assessment of Trustworthiness in GPT Models
awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
natural-instructions
Expanding natural instructions