Datawhale

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127 repositories

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
18•82•0•0•Updated Nov 23, 2024Nov 23, 2024
viz-mastery
Public
科研数据可视化
0•1•0•0•Updated Nov 22, 2024Nov 22, 2024
wow-rag
Public
A simple and trans-platform rag framework and tutorial
2•11•0•0•Updated Nov 21, 2024Nov 21, 2024
tiny-universe
Public
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
Python
•136•1.4k•1•0•Updated Nov 21, 2024Nov 21, 2024
whale-coin
Public
Python
•5•4•1•2•Updated Nov 21, 2024Nov 21, 2024
joyrl-book
Public
Jupyter Notebook
•16•104•8•1•Updated Nov 21, 2024Nov 21, 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
2•5•0•0•Updated Nov 20, 2024Nov 20, 2024
self-llm
Public
《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程
lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4
Jupyter Notebook
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Apache License 2.0
•1.1k•9.6k•91•1•Updated Nov 20, 2024Nov 20, 2024
handy-ollama
Public
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
tutorial large-language-models llm ollama
Jupyter Notebook
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Apache License 2.0
•31•149•0•0•Updated Nov 20, 2024Nov 20, 2024
joyrl
Public
An easier PyTorch deep reinforcement learning library.
Python
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MIT License
•18•167•3•0•Updated Nov 19, 2024Nov 19, 2024
easy-dip
Public
Jupyter Notebook
•0•1•0•0•Updated Nov 19, 2024Nov 19, 2024
awesome-compression
Public
模型压缩的小白入门教程
compression quantization knowledge-distillation model-pruning prune model-compression neural-architecture-search kd model-quantization tinyml
29•199•0•0•Updated Nov 19, 2024Nov 19, 2024
DOPMC
Public
Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
Python
•21•203•123•0•Updated Nov 19, 2024Nov 19, 2024
unlock-hf
Public
解锁HuggingFace生态的百般用法
nlp tutorial transformers datawhale
HTML
•10•68•9•0•Updated Nov 19, 2024Nov 19, 2024
easy-dsp
Public
Jupyter Notebook
•0•1•0•0•Updated Nov 18, 2024Nov 18, 2024
key-book
Public
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
machine-learning deep-learning key-book
Jupyter Notebook
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Other
•186•1.6k•8•0•Updated Nov 18, 2024Nov 18, 2024
ai-programming
Public
0•3•0•0•Updated Nov 17, 2024Nov 17, 2024
hand-bert
Public
Python
•0•0•0•0•Updated Nov 16, 2024Nov 16, 2024
daily-interview
Public
Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
nlp cv interview-questions machine-learning
HTML
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GNU General Public License v3.0
•428•2.6k•3•0•Updated Nov 13, 2024Nov 13, 2024
wow-fullstack
Public
wow-fullstack，令人惊叹的全栈开发教程
wow typescript element vue3 fastapi
Jupyter Notebook
•36•127•5•3•Updated Nov 12, 2024Nov 12, 2024
cstart
Public
CS Start With C Language，计算机科学与技术起步-C语言导引
HTML
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Other
•11•19•0•0•Updated Nov 12, 2024Nov 12, 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•2•0•Updated Nov 12, 2024Nov 12, 2024
easy-rl
Public
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn
Jupyter Notebook
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Other
•1.9k•9.6k•46•0•Updated Nov 8, 2024Nov 8, 2024
pumpkin-book
Public
《机器学习》（西瓜书）公式详解
machine-learning pumpkin-book book
Other
•4.8k•24k•2•0•Updated Nov 8, 2024Nov 8, 2024
open-ai-general-course
Public
OPEN AI通识课
3•60•0•0•Updated Nov 6, 2024Nov 6, 2024
what-is-vs
Public
向量检索与 RAG 实践：技术、实现与应用
12•58•2•0•Updated Nov 5, 2024Nov 5, 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。
0•4•0•0•Updated Nov 4, 2024Nov 4, 2024
so-large-lm
Public
大模型基础: 一文了解大模型基础知识
268•3k•8•4•Updated Nov 1, 2024Nov 1, 2024
thorough-pytorch
Public
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
python machine-learning deep-learning pytorch
Jupyter Notebook
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Other
•419•2.6k•13•3•Updated Oct 30, 2024Oct 30, 2024
opt-tutorial
Public
Python
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MIT License
•1•5•0•0•Updated Oct 26, 2024Oct 26, 2024