Expertise by AI

🎯 Always available expertise powered by AI

🚧 Warning: Under Heavy Construction.🚧

Input: Your Data	➡️	Output: Your Model
	➡️

👉 Get Started

Goals

This project has 2 goals:

• 🧠 Educate: Empower builders by providing a comprehensive, step-by-step guide on how to develop their own AI language models
• 🚀 Ship: Versatile end-to-end framework for quickly generating open-source AI language models with expertise in diverse domains

Projects

List of included projects with completed guide, code, models, and datasets:

• 🚧 Startup Advisor
• Agent

💡Suggest your own ideas!

Guide Overview

Step by step guide to generate your own AI language models from scratch & deploy to production.

1. Data Generation

• YouTube Playlist

2. Training

• Axolotl
• H2O LLM Studio

3. Testing

• oobabooga/text-generation-webui
• Axolotl
• H2O LLM Studio
• Python

4. Optimizating

• Quantization
  • AutoGPTQ
  • GPTQ-for-LLaMa
• ExLLaMa

4. Deployment

• Replicate
• Runpod
• Huggingface

Let's get started.

Disclaimer: These datasets (e.g. from YouTube) and models (e.g. LLaMA) are intended for non-commercial research and educational purposes only. Feel free to edit the source code to suit your needs to generate models with your own data.