Yichi Zhang's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
LLaMA-Factory
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
opencompass
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
llm-attacks
Universal and Transferable Attacks on Aligned Language Models
AutoPrompt
A framework for prompt tuning using Intent-based Prompt Calibration
ttt-lm-pytorch
Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
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.
graphrag-local-ollama
Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction
Awesome-LLMs-in-Graph-tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
EasyJailbreak
An easy-to-use Python framework to generate adversarial jailbreak prompts.
DecodingTrust
A Comprehensive Assessment of Trustworthiness in GPT Models
iOSFakeRun
基于虚拟定位的 iOS 免越狱模拟跑步打卡，在线拾取路径，可设置循环次数和跑步速度
jailbreakbench
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]
PoisonedRAG
[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
Awesome-LLM-Constrained-Decoding
A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.
modelbench
Run safety benchmarks against AI models and view detailed reports showing how well they performed.
open-llm-server
This Open LLM Framework serves as a powerful and flexible tool for serving endpoints for embeddings and chat completions using SOTA open source language models. By leveraging models Transformers, this enables various natural language processing (NLP) tasks to be performed via simple HTTP endpoints similar to openai endpoints.