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A high-performance distributed file system designed to address the challenges of AI training and inference workloads.

C++ 3,672 293 Updated Feb 28, 2025

动手学习 ML

Jupyter Notebook 1 Updated Feb 27, 2025

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning t…

Jupyter Notebook 891 677 Updated Apr 28, 2024

the data and ipython notebook of my attempt to solve the kaggle titanic problem

Jupyter Notebook 411 376 Updated May 16, 2016
Python 559 244 Updated Sep 17, 2024

Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

5,524 103 Updated Feb 28, 2025

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 41,093 5,520 Updated Feb 27, 2025

DeepEP: an efficient expert-parallel communication library

Cuda 6,587 520 Updated Feb 28, 2025

Community maintained hardware plugin for vLLM on Ascend

Python 245 40 Updated Feb 28, 2025

《动手学机器学习》习题解答

Jupyter Notebook 25 4 Updated May 4, 2024

https://hml.boyuai.com

Jupyter Notebook 401 104 Updated Jul 7, 2023

FlashMLA: Efficient MLA Decoding Kernel for Hopper GPUs

C++ 10,701 696 Updated Feb 27, 2025

moffee: Make Markdown Ready to Present

Python 1,085 48 Updated Nov 22, 2024

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!

Python 13,745 1,496 Updated Feb 23, 2025

吴恩达老师的机器学习课程个人笔记

HTML 33,048 10,781 Updated Jun 10, 2024

Official repository for "Craw4LLM: Efficient Web Crawling for LLM Pretraining"

Python 532 47 Updated Feb 24, 2025
Python 5 1 Updated Feb 21, 2025

Examples and guides for using the Gemini API

Jupyter Notebook 10,811 1,304 Updated Feb 27, 2025

Cost-efficient and pluggable Infrastructure components for GenAI inference

Jupyter Notebook 2,688 234 Updated Feb 28, 2025

机器学习(周志华)PPT课件

60 13 Updated May 30, 2022

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Python 40,201 11,515 Updated Nov 12, 2024

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 36,228 6,458 Updated Feb 13, 2025

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…

10,533 2,380 Updated Jun 2, 2024

Integrate the DeepSeek API into popular softwares

23,546 2,509 Updated Feb 28, 2025

Retrieval and Retrieval-augmented LLMs

Python 8,709 632 Updated Feb 13, 2025

Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory! 🦥

Python 32,773 2,184 Updated Feb 28, 2025

微信公众号文章转Markdown

Go 116 21 Updated Feb 27, 2025

A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations

Python 11,916 773 Updated Feb 28, 2025

Parse PDFs into markdown using Vision LLMs

Python 287 40 Updated Feb 8, 2025
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