Update llm_train_hpo_script.py

Trigger a scale down test...

Author: david-thrower

llm_train_hpo_script.py

@@ -13,8 +13,8 @@
 
 DATE_0 = "2026-01-08"
 EXPERIMENT_NAME = "stacked-transformer-mmc"
-SAMPLE_SIZE_i_a = 300
-SAMPLE_SIZE_i_b = 600
+SAMPLE_SIZE_i_a = 10 # 300
+SAMPLE_SIZE_i_b = 10 # 600
 DATA_SET_NAME = "WEB-Bible"
 ADDITIONAL_METADATA = "2-levels"
 EXPERIMENT_ITERATION = "0001"
@@ -87,7 +87,7 @@ def objective(trial):
     PHASE_I_B_SAMPLES_TO_CREATE = 20
     PHASE_I_B_VAL_SPLIT = 0.15
 
-    PHASE_I_B_SAMPLE_EXPANSION_BATCH_SIZE = 100
+    PHASE_I_B_SAMPLE_EXPANSION_BATCH_SIZE = 10 # 100
 
     PROMPT_LENGTH = 1
     MAX_SEQ_LENGTH = 40