Zhengwei Fang's starred repositories
MMA-Diffusion
[CVPR2024] MMA-Diffusion: MultiModal Attack on Diffusion Models
Kanra_AIC8
[1st place on AAAI2022 Security AI Challenger VIII] Data-Centric Robust Learning on ML Models (Kanra team). https://tianchi.aliyun.com/competition/entrance/531939/introduction
TransferAttack
TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.
LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
sqlitedict
Persistent dict, backed by sqlite3 and pickle, multithread-safe.
python-package-cheat-sheet
Companion repository for the "A Python Package Developer’s Cheat Sheet" blog post
git-filter-repo
Quickly rewrite git repository history (filter-branch replacement)
EasySpider
A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。
MMTrustEval
A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)
Academic-project-page-template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
AISC_Competition
AISC-2022 Face Recognition Security Competition: 3rd in the first stage and 6th in the second stage.
VLMEvalKit
Open-source evaluation toolkit of large vision-language models (LVLMs), support 160+ VLMs, 50+ benchmarks
How-to-use-Transformers
Transformers 库快速入门教程
OutfitAnyone
Outfit Anyone: Ultra-high quality virtual try-on for Any Clothing and Any Person
top-rss-list
订阅人数最多的rss源，中文优质rss源
EasyJailbreak
An easy-to-use Python framework to generate adversarial jailbreak prompts.
Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).
llama-recipes
Scripts for fine-tuning Meta Llama 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 Llama for WhatsApp & Messenger.
awesome-llm-security
A curation of awesome tools, documents and projects about LLM Security.