Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

《动手学大模型Dive into LLMs》系列编程实践教程

All notes and materials for the CS229: Machine Learning course by Stanford University

Instruct-tune LLaMA on consumer hardware

NumberRecognition is a project aimed at recognizing handwritten digits from the MNIST dataset using PyTorch. It includes scripts for training and inference, along with utilities for dataset prepara…

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

AIOS: LLM Agent Operating System

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

2-5X faster 80% less memory LLM finetuning

🥢像老乡鸡🐔那样做饭。文字来自《老乡鸡菜品溯源报告》，并做归纳、编辑与整理。CookLikeHOC.

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Code for the Make Your Own Neural Network book

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

Deep Learning System core principles introduction.

🔗 Some useful websites for programmers.

A colab gradio web UI for running Large Language Models

Book and code where describe each and every topic of neural network from scratch.

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

🎉 Repo for LaWGPT, Chinese-Llama tuned with Chinese Legal knowledge. 基于中文法律知识的大语言模型

一本系统地教你将深度学习模型的性能最大化的战术手册。

《深度学习必修课：进击算法工程师》配套代码

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

《趣味深度学习公开课》配套代码