# Samples

**uni-lyric (current).** Full ladders for every shipped unidirectional
language-model slider:

[`uni-lyric/`](uni-lyric/) — one folder per LoRA (`*-lm-uni-lyric`).

Each folder is the same lyrics and seed. Files `01`–`03` move only the LoRA
(0 / +1 / +2); `04`/`05` are no-slider REF clips of the + caption and Off.

Widget mp3s (uni-lyric +1 / +2 and Off→+n ABs) are in [`demo/`](demo/).

**v9 / v4 / v3 (kept).** Earlier bipolar generations stay on this repo so you
can A/B:

- [`v9-ritual/`](v9-ritual/)
- [`energy-v3-shipped-20s/`](energy-v3-shipped-20s/), [`gender-v3-ballad-20s/`](gender-v3-ballad-20s/)
- [`rhyme-v4-lm-20s/`](rhyme-v4-lm-20s/), [`triphop-v4-shipped-20s/`](triphop-v4-shipped-20s/)

Start with uni-lyric.

## uni-lyric training

```
--lm_target faithful_plus_neu_lyric --pole_mode hidden --endreg_weight 1.0
```

Plus-only. Neutral caption at inference. Lyric-token hold to encode(neu).
Opposite poles are separate weight files.