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《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

Jupyter Notebook 3,739 416 Updated Jan 27, 2025

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

Python 10,446 1,649 Updated Nov 26, 2024

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 18,953 1,940 Updated Jul 4, 2025

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 53,635 6,569 Updated Jul 5, 2025

RAG 系列教程源码仓库

Jupyter Notebook 88 23 Updated May 4, 2025

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Python 41,085 5,215 Updated Jun 27, 2024

Coggle数据科学

16 6 Updated Jul 10, 2024

中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3

Python 1,922 166 Updated Sep 23, 2024

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Python 7,158 572 Updated Sep 23, 2024

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 19,110 2,276 Updated Jul 3, 2025

《大模型白盒子构建指南》:一个全手搓的Tiny-Universe

Jupyter Notebook 3,228 325 Updated Apr 30, 2025

制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

Python 1,432 110 Updated Apr 29, 2025

《数学建模导论》教程,全网最全数学建模模型与算法教程系列,带你走进数学建模的大门!

634 88 Updated Jul 26, 2024

整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。

20,571 1,974 Updated May 19, 2025

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程

Jupyter Notebook 20,726 2,119 Updated Jul 5, 2025

《动手学大模型Dive into LLMs》系列编程实践教程

Jupyter Notebook 6,687 610 Updated Jul 4, 2025

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 20,228 2,438 Updated Jun 12, 2025

本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

Jupyter Notebook 8,932 990 Updated May 28, 2025

标注自己的数据集,训练、评估、测试、部署自己的人工智能算法

Jupyter Notebook 3,724 732 Updated Jul 24, 2024

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.

Go 145,684 12,306 Updated Jul 6, 2025

Code for I3D Feature Extraction

Python 153 26 Updated Aug 7, 2019

Code release for ActionFormer (ECCV 2022)

Python 502 87 Updated Apr 11, 2024

该仓库主要记录 大模型(LLMs) 算法工程师相关的面试题

2,104 150 Updated Dec 26, 2024

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

HTML 8,427 909 Updated Apr 30, 2025
Jupyter Notebook 1 Updated Sep 24, 2024
Python 1 Updated Sep 21, 2024

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

Shell 57,050 12,060 Updated Jul 6, 2025

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest De…

Jupyter Notebook 188 41 Updated Apr 15, 2019

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

Python 441 139 Updated Nov 2, 2018

A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification

Jupyter Notebook 73 12 Updated May 27, 2021
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