A high-throughput and memory-efficient inference and serving engine for LLMs

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Code and documentation to train Stanford's Alpaca models, and generate the data.

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

A simple Langchain RAG application.

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Codes to complement YouTube videos and blog posts on Medium.

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Code for the paper "Language Models are Unsupervised Multitask Learners"

A complete computer science study plan to become a software engineer.

『ゼロから作る Deep Learning ❹』(O'Reilly Japan, 2022)

整理 pytorch 单机多 GPU 训练方法与原理

PRML algorithms implemented in Python

在线一键转化英文版学信档案

Python library for converting Python calculations into rendered latex.

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

#1 Locally hosted web application that allows you to perform various operations on PDF files

《深度学习入门2-自制框架》Building Deep Learning Framework

整理一些书籍 ~

复现CICP论文提出的几种改进PINN性能的方法

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

python 3 pytorch implementation of DANN

Domain adaptation made easy. Fully featured, modular, and customizable.

《统计学习方法》笔记-基于Python算法实现

Image-to-Image Translation in PyTorch

PyTorch implementations of Generative Adversarial Networks.