vegax87 / model-catalog

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

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, samantha-1.1-llama-7b.json, 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.