ZJUcxk2020

Toolkit-for-Prompt-Compression

Toolkit for Prompt Compression

PromptAD

Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection

AnomalyGPT

[AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

AnomalyCLIP

Official implementation for AnomalyCLIP (ICLR 2024)

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

pykan

Kolmogorov Arnold Networks

dspy

DSPy: The framework for programming—not prompting—foundation models

LATTE

Binary taint analysis engine combining LLM and program analysis

mixture-of-depths

An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"

Mixture-of-Depths

Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"

LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

swift

ms-swift: Use PEFT or Full-parameter to finetune 250+ LLMs or 35+ MLLMs. (Qwen2, GLM4, Internlm2, Yi, Llama3, Llava, Deepseek, Baichuan2...)

GaLore

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Awesome-Cybersecurity-Datasets

A curated list of amazingly awesome Cybersecurity datasets

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

BARS

BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)

stable-diffusion

A latent text-to-image diffusion model

mamba

Mamba SSM architecture

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

transformer-debugger

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

open-llms

📋 A list of open LLMs available for commercial use.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

rust-by-practice

Learning Rust By Practice, narrowing the gap between beginner and skilled-dev through challenging examples, exercises and projects.

dperf

dperf is a 100Gbps network load tester.

papers-we-love

Papers from the computer science community to read and discuss.