🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
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🧠 Train a 64M-parameter LLM from scratch in just 2h!
A playbook for systematically maximizing the performance of deep learning models.
Modern JavaScript Tutorial
- english
- javascript
- tutorial
🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
Modern Java - A Guide to Java 8
- java-8
- tutorial
- lambda-expressions
- java
Pocket Flow: Codebase to Tutorial
TranslatedThe Modern JavaScript Tutorial, based on the latest ECMAScript specification, explains JavaScript knowledge from the basics to advanced topics through content that is simple but sufficiently detailed.
- javascript
- tutorial
- chinese
How to systematically secure anything: a repository about security engineering
- security-engineering
- security-architecture
- secure-systems
- threat-modeling
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
- seq2seq
- tensorflow
- tensorflow-tutorials
- python
full guide to help you integrate AI in your workflow, for both beginners and experienced users
TranslatedBuild GPT-2 from scratch in PyTorch, step by step
- attention
- chinese
- deep-learning
- from-scratch