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
- baseline
- breaking_0.1_trained
- breaking_0.2_trained
- breaking_0.3_trained
- breaking_0.5_trained
- breaking_0.7_trained
- breaking_0.9_trained
- minipile_style_only_txt
- minipile_style_trained
- 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.