snats/clip-datacomp-models

Model Card: I want to break some laws too

Model Details

• Developer: snats
• Model Date: October 2024
• Model Type: Various checkpoints based on the DataComp small dataset
• Source: https://snats.xyz/pages/articles/breaking_some_laws.html

Model Versions

1. baseline
2. breaking_0.1_trained
3. breaking_0.2_trained
4. breaking_0.3_trained
5. breaking_0.5_trained
6. breaking_0.7_trained
7. breaking_0.9_trained
8. minipile_style_only_txt
9. minipile_style_trained
10. top5_results

Model Description

This repository contains multiple checkpoints for models trained as part of an experiment described in the blog post "I want to break some laws too" on snats.xyz. The models are based on the DataComp small dataset and explore various data compositions.

Evaluation

Each model version has its own evaluation results stored in its respective folder.

Additional Information

• The models are stored as separate checkpoints under the same repository.
• Each model folder contains its own evaluation results.
• The top5_results folder contains evaluation results from the top 5 performing models, but not their weights. If you want, you can replicate it with the dataset found in snats/datacomp_lists.
• For detailed information on the training process, results, and insights, please refer to the original blog post.