Update sample counts and dataset metadata

Author: david-thrower

llm_train_hpo_script.py

@@ -14,15 +14,15 @@
 DATE_0 = "2026-01-16"
 EXPERIMENT_NAME = "stacked-transformer-mmc"
 
-PHASE_I_A_SAMPLES_TO_CREATE = 300
+PHASE_I_A_SAMPLES_TO_CREATE = 500
 # Samples to use for the main training stage
 PHASE_I_B_SAMPLES_TO_CREATE = 600
 
-DATA_SET_NAME = "tiny-stories-50k"
-ADDITIONAL_METADATA = "2-3-levels"
+DATA_SET_NAME = "tiny-stories-50k-run"
+ADDITIONAL_METADATA = "final"
 EXPERIMENT_ITERATION = "0001"
 EXPERIMENT_NAME = f"{DATE_0}-{EXPERIMENT_NAME}--{ADDITIONAL_METADATA}--{DATA_SET_NAME}-" +\
-                  f"ia-{PHASE_I_A_SAMPLES_TO_CREATE}-ib-{PHASE_I_B_SAMPLES_TO_CREATE}--{EXPERIMENT_ITERATION}-c"
+                  f"ia-{PHASE_I_A_SAMPLES_TO_CREATE}-ib-{PHASE_I_B_SAMPLES_TO_CREATE}--{EXPERIMENT_ITERATION}-a"
 
 N_TRIALS = 40