ahhBin's Stars
TheAlgorithms/Python
All Algorithms implemented in Python
GrowingGit/GitHub-Chinese-Top-Charts
:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。
mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
karpathy/LLM101n
LLM101n: Let's build a Storyteller
naklecha/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
mlc-ai/web-llm
High-performance In-browser LLM Inference Engine
BradyFU/Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
CompVis/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
Visualize-ML/Book3_Elements-of-Mathematics
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
Lordog/dive-into-llms
《动手学大模型Dive into LLMs》系列编程实践教程
schrodingercatss/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。
mlabonne/llm-datasets
High-quality datasets, tools, and concepts for LLM fine-tuning.
315386775/DeepLearing-Interview-Awesome-2024
AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
algorithmzuo/algorithm-journey
左程云的算法和数据结构通关课
datawhalechina/llms-from-scratch-cn
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
pbloem/former
Simple transformer implementation from scratch in pytorch.
litian96/FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
EmbraceAGI/AIGC_Interview
📚 AIGC 求职面经、必备基础知识、提示词工程、ChatGPT、Stable Diffusion、Prompt、Embedding、Fintune 等 AIGC 求职你所需要知道的一切~
vaseline555/Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
sugarforever/wtf-langchain
thunlp/DeltaPapers
Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.
rasbt/pycon2024
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
zhanshijinwat/Steel-LLM
Train a Chinese LLM From 0 by Personal
warner-benjamin/commented-transformers
Highly commented implementations of Transformers in PyTorch
FareedKhan-dev/create-million-parameter-llm-from-scratch
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
FrancoisPorcher/awesome-ai-tutorials
The best collection of AI tutorials to make you a boss of Data Science!
SMILELab-FL/Dive-into-Federated-Learning
Tutorials and paper lists for federated learning
HaokunChen245/FedDAT
[AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
zj-jayzhang/FedAvg
This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.