Update trainer.py

trainer.py

@@ -1,10 +1,20 @@
 # =====================================================================================
 # SD1.5 Flow-Matching Trainer — David-Driven Block Penalties (HF-loaded)
-# Quartermaster: Mirel
+# Author: AbstractPhil
+# Assistant: Claude Sonnet 4.5 + GPT 4o
 #  - BaseConfig at top
 #  - Functionality (teacher/student/david/assessor/fusion/trainer)
 #  - Activations at bottom
 # =====================================================================================
+# try:
+#   !pip uninstall -qy geometricvocab
+# except:
+#   pass
+# 
+# !pip install -q git+https://github.com/AbstractEyes/lattice_vocabulary.git
+#
+# =====================================================================================
+
 from __future__ import annotations
 import os, json, math, random, re
 from dataclasses import dataclass, asdict