Commit Graph

4 Commits

Author SHA1 Message Date
Ethanfel 8bf4a0c3fc debug: log conditioner output stats and T2A text feature stats
Add per-key conditioning output stats (after Cond_MLP/Sync_MLP, after
_substitute_empty_features) to both sampler and text_only nodes. Also
add raw T5 text feature stats in T2A before conditioning.

This lets us directly compare:
- T2A vs V2A conditioning outputs to find which path differs
- T2A vs npz text feature ranges

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-27 22:39:44 +01:00
Ethanfel c0b7ccbcee fix: substitute empty_clip_feat for video features when no video present
Zero features through bias-free Cond_MLP produce near-zero activations,
not the learned null signal the model was trained with. Use empty_clip_feat
(the learned null video embedding) just like empty_sync_feat for sync.
Also improve text_prompt tooltip to encourage detailed CoT descriptions.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-27 22:13:22 +01:00
Ethanfel 45633788a4 debug: add latent and audio stats logging to T2A node
Print fakes latent stats (mean/std/min/max) and audio pre-norm stats
to diagnose whether diffusion output is numerically reasonable.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-27 22:06:39 +01:00
Ethanfel 618e7de64b feat: PrismAudioTextOnly node with correct T5-Gemma encoding
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-27 18:09:11 +01:00