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model-catalog

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A collection of standardized JSON descriptors for Large Language Model (LLM) files.

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.gitignore
catalog.json
createCatalog.py
LICENSE
README.md
requirements.txt
schema.json
validate.py

# Installation Guide

1. Get the code

git clone https://github.com/lmstudio-ai/model-catalog

Downloads the entire project code from GitHub to your computer.

cd model-catalog

Moves into the project folder you just downloaded.

2. Python

Easy Recommended

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install -r requirements.txt

Installs the Python libraries listed in requirements.txt (or similar).

python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요

Runs the Python script (or module).

✅ If it runs without errors and prints output in the terminal, it worked.

// repository documentation

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![version](https://img.shields.io/badge/version-0.0.1-blue)

# model-catalog

A collection of standardized JSON descriptors for Large Language Model (LLM) model files.

#### `<model_name>.json`

A single JSON file describes a model, its authors, additional resources (such as an academic paper) as well as available model files and their providers.

Version `0.0.1` of this format attempts to capture an informative set of factors including:
- model size (e.g. `7B`, `13B`, `30B`, etc.)
- model architecture (such as `Llama`, `MPT`, `Pythia`, etc.)
- model file format (e.g. `ggml`) as well as quantization format (e.g. `q4_0`, `q4_K_M`, etc.)

See examples: [`guanaco-7b.json`](models/guanaco-7b.json), [`samantha-1.1-llama-7b.json`](models/samantha-1.1-llama-7b.json), [`Nous-Hermes-13b.json`](models/Nous-Hermes-13b.json).

#### `catalog.json`

A Github action picks up `.json` files from the `models/` directory and merges them into one `catalog.json` file.
The contents of each JSON file is validated by another Github action using a JSON schema.

## Contribution Process

You're invited to help catalog models and improve upon this description format.

1. Fork this repo and create a new development branch.
2. Create a new model JSON file and place it the `models/` directory.
3. Validate your file against the expected JSON schema using the `validate.py` tool or by running `createCatalog.py`.
4. Open a PR with your change.
5. Ensure all Github actions complete successfully.

Note: Do not modify `catalog.json` manually.