cytan's starred repositories
arxiv_crawler
这是一个高效,快捷的arXiv论文爬虫,它可以将指定时间范围,指定主题,包含指定关键词的论文信息爬取到本地,并且将其中的标题和摘要翻译成中文。
learning-to-refuse
Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"
Say-I-Dont-Know
[ICML'2024] Can AI Assistants Know What They Don't Know?
LLaMA-Factory
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
probing-lm-data
Official Implementation of "Probing Language Models for Pre-training Data Detection"
mink-plus-plus
Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936
lm-evaluation-harness
A framework for few-shot evaluation of language models.
Awesome-LLM-Safety
A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the safety implications, challenges, and advancements surrounding these powerful models.
llm-hallucination-survey
Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"
DCR-consistency
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models
TruthfulQA
TruthfulQA: Measuring How Models Imitate Human Falsehoods
UnknownBench
Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge
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.
beam_retriever
[NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering
api-for-open-llm
Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口
server-remote-control
Remote power control by accessing BMI.