---
license: cc-by-3.0
datasets:
- snats/datacomp_lists
---
# 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"](https://snats.xyz/pages/articles/breaking_some_laws.html) 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](https://huggingface.co/datasets/snats/datacomp_lists).
- For detailed information on the training process, results, and insights, please refer to the original blog post.