Qing112

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

Campus2025

2025届互联网校招信息汇总

hallo

Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

Awesome-LLM-in-Social-Science

Awesome papers involving LLMs in Social Science.

DiffSynth-Studio

Enjoy the magic of Diffusion models!

awesome-federated-LLM-learning

This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuously updated to track the frontier of FedLLM.

scepter

SCEPTER is an open-source framework used for training, fine-tuning, and inference with generative models.

PFLlib

37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.

simple-local-rag

Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.

prompt-engineering

Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

fastRAG

Efficient Retrieval Augmentation and Generation Framework

rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

KG-LLM-Papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

Mr.-Ranedeer-AI-Tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

awesome-llm-rag

nlp-paper

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

Hand-on-RAG

顾名思义：手搓的RAG

peft

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

DoubanImageWall

生成豆瓣电影海报墙/音乐专辑封面墙/图书封面墙。

AI-interview-cards

最完整的AI算法面试题目仓库，1000道，25个类目

LLMs_interview_notes

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

PFL-DocVQA-Competition

CKA-similarity

An Numpy and PyTorch Implementation of CKA-similarity with CUDA support

RL-Crowdsourcing-Recommendation

A Recommendation System Based on Reinforcement Learning for Crowdsourcing tasks.

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.