---
license: apache-2.0
pretty_name: Gala article assets
---

# gala-article-assets

Figures for the Gala article (see [junafinity/Gala-598M-MLX](https://huggingface.co/junafinity/Gala-598M-MLX)).
All plots are generated directly from the training/eval logs shipped in the model repo.

| file | shows |
|---|---|
| `fig_10m.png` | 10.5M-token stream: decode speed and next-2k loss flat at every depth |
| `fig_seeds.png` | 3-seed comparison, Gala vs Transformer, matched 120M tokens |
| `fig_scale.png` | 120M→300M scale study: the curves diverge |
| `fig_passkey.png` | recall boundary: 100% in-window, chance beyond |
| `fig_decode.png` | decode speed vs context, constant state vs growing KV |
| `fig_nan.png` | the chunked-delta-rule inverse instability trace |