https://github.com/pabroux/llm-engineers-handbook
LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.
https://github.com/pabroux/llm-engineers-handbook
aws fine-tuning-llm genai llm llm-evaluation llmops ml-system-design mlops pixi rag
Last synced: 3 months ago
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LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.
- Host: GitHub
- URL: https://github.com/pabroux/llm-engineers-handbook
- Owner: pabroux
- License: mit
- Created: 2025-03-26T10:36:32.000Z (6 months ago)
- Default Branch: master
- Last Pushed: 2025-07-02T11:11:33.000Z (3 months ago)
- Last Synced: 2025-07-02T12:25:26.473Z (3 months ago)
- Topics: aws, fine-tuning-llm, genai, llm, llm-evaluation, llmops, ml-system-design, mlops, pixi, rag
- Language: Python
- Homepage: https://www.amazon.com/LLM-Engineers-Handbook-engineering-production/dp/1836200072/
- Size: 195 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 👷 LLM Engineer's Handbook
This is a [Pixi](https://pixi.sh)-based adaptation of the official repository [LLM Engineer's Handbook](https://github.com/PacktPublishing/LLM-Engineers-Handbook) by [Paul Iusztin](https://github.com/iusztinpaul) and [Maxime Labonne](https://github.com/mlabonne). The primary modification is the replacement of [Poetry](https://github.com/python-poetry/poetry) and its [Poe the Poet](https://github.com/nat-n/poethepoet) plugin with Pixi.
## Table of contents
- [Requirements](#requirements)
- [Install](#install)
- [Usage](#usage)
## Requirements
Compared to the requirements of the official repository, only install the following instead of [Poetry](https://github.com/python-poetry/poetry) and its [Poe the Poet](https://github.com/nat-n/poethepoet) plugin:
- [Pixi](https://pixi.sh)
## Install
All Pixi commands are configured in the `pyproject.toml` file. The `pixi.lock` file records the exact package versions to guarantee reproducibility. These two files are the only ones that differ from the original repository. You can either clone this repository directly or copy just these two files into your clone of the official repository.
Once you have these two files in your repository, install the dependencies as follows:
```shell
pixi install -a
```
## Usage
Replace any call or task made in the book with `poe` by `pixi run`:
```shell
pixi run local-infrastructure-up # is the same as `poe local-infrastructure-up`
```
> [!NOTE]
> Like in the book, I created two other environments:
> - `dev`: related to QA operations.
> - `aws`: related to AWS.
>
> When you work with one of them, call the task by adding the option `-e` followed by the name of the environment. For instance, `poe lint-check` becomes `pixi run -e dev lint-check`.