rank-and-files

benign-data-breaks-safety

tamper-resistance

Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"

circuit-breakers

Improving Alignment and Robustness with Circuit Breakers

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

llm-sp

Papers and resources related to the security and privacy of LLMs 🤖

safety-tuned-llamas

ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.

revideo

Create Videos with Code

Principles

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

PTST

Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"

GSAM

PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)

llm_recipes

A set of scripts and notebooks on LLM finetunning and dataset creation

sam

SAM: Sharpness-Aware Minimization (PyTorch)

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

SelfDestructingModels

deep_learning_curriculum

Language model alignment-focused deep learning curriculum

argos-translate

Open-source offline translation library written in Python

LibreTranslate-py

Python bindings to connect to a LibreTranslate API

Applied-Deep-Learning

Applied Deep Learning Course

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

awesome-domain-adaptation-object-detection

A collection of papers about domain adaptation object detection. Welcome to PR the works (papers, repositories) that are missed by the repo.

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ShinRL

ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)

blank-audio

Set of blank MP3 audio files

TemplaTorch

Simple template for quick prototyping and standardization of deep learning projects

computer-science

🎓 Path to a free self-taught education in Computer Science!

Processing

Processing sketches

latexplotlib