rmpeng

LLM

私有化LLM 训练和部署探索

AI-Research-Paper-Writing-Assistant

LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

GPTInterviewer

GPT Interviewer - Practice interview with AI interviewer based on job descriptions and resume

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

tuning_playbook_zh_cn

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。

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

llm_interview_note

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

LeetCode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

beyond-feelings

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

SFDA-SourceFreeDA

Published in IEEE Transactions on Artificial Intelligence

self-llm

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

hello-algorithm

🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站

hello-algo

《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

codeforces-go

算法竞赛模板库 by 灵茶山艾府 💭💡🎈

IT_Book_pro

本仓库主要收集计算机类电子书，争取收录所有的计算机类书籍，包括：操作系统、计算机网络、计算机组成原理、汇编语言、C语言、C++、Java、Python、Go、前端、Git、Linux、设计模式、数据库，算法与数据结构、大数据、人工智能、面试题以及程序员相关知识！

algorithms

算法学习与总结，包括慕课网刘宇波老师、算法竞赛入门经典、挑战程序设计竞赛、算法竞赛宝典等

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

active-prompt

Source code for the paper "Active Prompting with Chain-of-Thought for Large Language Models"

miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

Prompt-Engineering-Guide

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

buildspace-projects

The home of our open-source projects.

autolabel

Label, clean and enrich text datasets with LLMs.

awesome-ChatGPT-repositories

A curated list of resources dedicated to open source GitHub repositories related to ChatGPT

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

research-method

论文写作与资料分享

Algorithm_Interview_Notes-Chinese-master

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记