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

A collection of standardized JSON descriptors for Large Language Model (LLM) files.
https://github.com/lmstudio-ai/model-catalog

Last synced: 9 days ago
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A collection of standardized JSON descriptors for Large Language Model (LLM) files.

• Host: GitHub
• URL: https://github.com/lmstudio-ai/model-catalog
• Owner: lmstudio-ai
• License: apache-2.0
• Created: 2023-06-15T05:34:48.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-08-01T00:56:35.000Z (3 months ago)
• Last Synced: 2024-08-01T19:45:46.819Z (3 months ago)
• Language: Python
• Homepage:
• Size: 156 KB
• Stars: 781
• Watchers: 20
• Forks: 85
• Open Issues: 33
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
![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.

#### `.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.