xenowaza / candle-cookbook

Cookbook to build Rust Candle models

Candle Cookbook

Cooking live @ https://nogibjj.github.io/candle-cookbook/

🚀 Our Mission:

Democratize access to state of the art AI models.

⭐ Our Principles:

🫱🏾‍🫲🏼 Trust ~ ethically sourced data and end-to-end transparency.

🔒 Privacy ~ secure, on-device inference without data sharing.

🌏 Sustainability ~ optimize efficiency to minimize our carbon footprint.

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🛣️ Roadmap

Our goal is to document each stage of a fully transparent LLM development cycle

• Publish MVP Candle Cookbook
• Ethically source and construct an openly available LLM dataset
• Build a Candle-based LLM from scratch
• Customize LLM with finetuning
• CI/CD deployment of LLM

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🕯️Start Here

Welcome! Get familiar with Candle Cookbook by going through some of our favourite introductory tutorials

• Hello, Candle!
• Hello, Candle on AWS!
• Hello, Candle on Azure!

We also recommend getting familiar with the Official Candle framework and User Guide

• Huggingface Candle repo
• Candle User Guide

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🌱 Contributing

We welcome contributions from anyone who aligns with Our Mission and Our Principles.

To get started as a contributor:

• Read our Code of Conduct
• Read the Contributor Guidelines
• Install Candle Cookbook according to the Developer Setup guide

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🧑‍🍳 Our Team:

Get to know our Community Leaders