Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

This repository contains implementations and illustrative code to accompany DeepMind publications

High-Resolution Image Synthesis with Latent Diffusion Models

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

PyTorch code and models for the DINOv2 self-supervised learning method.

LAVIS - A One-stop Library for Language-Vision Intelligence

QLoRA: Efficient Finetuning of Quantized LLMs

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Taming Transformers for High-Resolution Image Synthesis

A course in reinforcement learning in the wild

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Democratizing Reinforcement Learning for LLMs

A simplified implemention of Faster R-CNN that replicate performance from origin paper

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

Easily compute clip embeddings and build a clip retrieval system with them

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Pytorch0.4.1 codes for InsightFace

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

A Toolbox for Adversarial Robustness Research

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.