Datawhale

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135 repositories

self-llm
Public
《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
lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4
Jupyter Notebook
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Apache License 2.0
•1.2k•11k•93•1•Updated Dec 31, 2024Dec 31, 2024
llm-deploy
Public
大模型/LLM推理和部署理论与实践
pruning lora quantization knowledge-distillation llm llm-deploy
20•119•0•0•Updated Dec 30, 2024Dec 30, 2024
llm-universe
Public
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
•610•5.1k•9•2•Updated Dec 29, 2024Dec 29, 2024
tiny-universe
Public
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
agent transformers llama evaluation-metrics diffusion rag qwen
Python
•183•1.8k•1•0•Updated Dec 28, 2024Dec 28, 2024
so-large-lm
Public
大模型基础: 一文了解大模型基础知识
301•3.3k•10•6•Updated Dec 25, 2024Dec 25, 2024
fun-transformer
Public
通过带领大家解读Transformer模型来加深对模型的理解
Apache License 2.0
•10•49•0•0•Updated Dec 25, 2024Dec 25, 2024
leedl-tutorial
Public
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning
Jupyter Notebook
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Other
•2.9k•14k•4•0•Updated Dec 24, 2024Dec 24, 2024
accessible-workflow
Public
Python
•4•13•1•0•Updated Dec 21, 2024Dec 21, 2024
wow-rag
Public
A simple and trans-platform rag framework and tutorial
Jupyter Notebook
•9•70•1•1•Updated Dec 21, 2024Dec 21, 2024
joyrl-book
Public
Jupyter Notebook
•16•109•8•1•Updated Dec 19, 2024Dec 19, 2024
fun-rec
Public
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
machine-learning recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition deep-learning tensorflow
Jupyter Notebook
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Other
•857•4.9k•15•2•Updated Dec 19, 2024Dec 19, 2024
joyrl
Public
An easier PyTorch deep reinforcement learning library.
Python
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MIT License
•18•176•2•0•Updated Dec 19, 2024Dec 19, 2024
desktop-pet
Public
基于文心一言和树莓派Pico的最简易桌面宠物
Python
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Apache License 2.0
•17•52•0•1•Updated Dec 18, 2024Dec 18, 2024
ai-hardware-robotics
Public
Apache License 2.0
•7•8•0•2•Updated Dec 17, 2024Dec 17, 2024
coze-ai-assistant
Public
该项目围绕 Coze 打造 AI 私人提效助理展开，整合实用 AI 工作流并做拆解，同时准备提示词手册和案例手册，旨在展示项目可行性，帮助学习者更好地理解和实操相关技能。
Other
•1•17•0•1•Updated Dec 14, 2024Dec 14, 2024
unlock-hf
Public
解锁HuggingFace生态的百般用法
nlp tutorial transformers datawhale
HTML
•13•80•8•0•Updated Dec 14, 2024Dec 14, 2024
.github
Public
0•0•0•0•Updated Dec 12, 2024Dec 12, 2024
repo-template
Public template
Datawhale Repository Template
2•8•1•0•Updated Dec 12, 2024Dec 12, 2024
DOPMC
Public
Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
Python
•22•206•127•0•Updated Dec 11, 2024Dec 11, 2024
hands-on-llama
Public
5•9•1•0•Updated Dec 10, 2024Dec 10, 2024
hand-bert
Public
Building BERT Model with PyTorch
bert-model
Python
•3•16•0•0•Updated Dec 9, 2024Dec 9, 2024
hugging-llm
Public
HuggingLLM, Hugging Future.
Jupyter Notebook
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Other
•368•2.8k•0•0•Updated Dec 8, 2024Dec 8, 2024
hack-rnns
Public
本仓库将带大家从零开始,用pytorch的线性层搭建传统的NLP神经网络
7•29•0•0•Updated Dec 8, 2024Dec 8, 2024
viz-mastery
Public
科研数据可视化
2•12•0•0•Updated Dec 5, 2024Dec 5, 2024
easy-linux
Public
0•1•0•0•Updated Dec 2, 2024Dec 2, 2024
open-ai-general-course
Public
OPEN AI通识课
6•87•0•0•Updated Nov 29, 2024Nov 29, 2024
ml-for-security
Public
网络安全中的人工智能方法，总结我在中国科学院大学的学习以及自己整理的资料、方法，给大家分享出来
2•26•0•0•Updated Nov 26, 2024Nov 26, 2024
ai-programming
Public
1•6•0•0•Updated Nov 25, 2024Nov 25, 2024
smart-prompt
Public
一个构建“听话”提示词的教程
3•22•0•0•Updated Nov 24, 2024Nov 24, 2024
whale-coin
Public
Python
•5•4•1•2•Updated Nov 21, 2024Nov 21, 2024