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🧠 Train a 64M-parameter LLM from scratch in just 2h!
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
code for Data Science From Scratch book
👀 Train a 65M-parameter VLM from scratch in just 2h!
- artificial-intelligence
- chatgpt
- vision-language-model
Video+code lecture on building nanoGPT from scratch
0 - 1 learn OpenClaw: sections to build an claw-AI agent from scratch
A workshop on Linux containers: Rebuild Docker from Scratch
Student version of Assignment 1 for Stanford CS336 - Language Modeling From Scratch
Build your own Claude Code from scratch. 🔍 Claude Code 开源了 50 万行代码，读不动？用 ~5000 行 TypeScript / Python 从零复现核心架构，11 章分步教程带你理解 coding agent 精髓
🎙️ A 0.1B Omni model trained from scratch, capable of listening, speaking, and seeing!
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
- agentic-ai
- data-augmentation
- data-generation
- llm
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
- pytorch-tutorial
- pytorch-implmention
- object-detection
- yolo
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
ChatGPT Plus/Team/Pro 订阅协议端到端重放工具集 · hCaptcha 视觉求解器 · 反欺诈机制实证研究 / End-to-end protocol replay toolkit for ChatGPT Plus/Team/Pro subscription with from-scratch hCaptcha solver and empirical anti-fraud research
- adversarial-ml
- anti-fraud
- bug-bounty
- captcha-solver
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
Implementing DeepSeek R1's GRPO algorithm from scratch
Machine Learning algorithm implementations from scratch.
Docker build for FFmpeg on Ubuntu / Alpine / Centos / Scratch / nvidia / vaapi
Implementing LLM architectures from scratch in PyTorch
- gemma3
- llama4
- llm
- moe
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
YAS3FS (Yet Another S3-backed File System) is a Filesystem in Userspace (FUSE) interface to Amazon S3. It was inspired by s3fs but rewritten from scratch to implement a distributed cache synchronized by Amazon SNS notifications. A web console is provided to easily monitor the nodes of a cluster.