init

experiments/baseline_validation_lc.py

@@ -17,7 +17,7 @@ prompt_dict = {
 data = load_dataset("cardiffnlp/relentless", split="validation")
 full_result = []
 for lm, ppl_class, batch, pretty_name in [
-    # ("google/flan-ul2", EncoderDecoderLM, 1, "Flan-UL2"),
+    ("google/flan-ul2", EncoderDecoderLM, 1, "Flan-UL2"),
     ("google/flan-t5-xxl", EncoderDecoderLM, 1, "Flan-T5\textsubscript{XXL}"),
     ("facebook/opt-13b", LM, 1, "OPT\textsubscript{13B}"),
     ("davinci", OpenAI, None, "GPT-3\textsubscript{davinci}")

experiments/baseline_validation_qa.py

@@ -17,7 +17,7 @@ prompt_dict = {
 data = load_dataset("cardiffnlp/relentless", split="validation")
 full_result = []
 for lm, ppl_class, batch, pretty_name in [
-    # ("google/flan-ul2", EncoderDecoderLM, 1, "Flan-UL2"),
+    ("google/flan-ul2", EncoderDecoderLM, 1, "Flan-UL2"),
     ("google/flan-t5-xxl", EncoderDecoderLM, 1, "Flan-T5\textsubscript{XXL}"),
     ("facebook/opt-13b", LM, 1, "OPT\textsubscript{13B}"),
     ("davinci", OpenAI, None, "GPT-3\textsubscript{davinci}")

experiments/results/lm_lc/lm.csv

@@ -19,6 +19,6 @@ OPT	extsubscript{13B},0.7212445905930207,0.4058964588456745,0.5814366235323154,0
 OPT	extsubscript{30B},0.6813139170132756,0.3770885630540297,0.5854813870413097,0.6989690065205573,0.5716333147202012,0.5828972376698747
 OPT-IML	extsubscript{1.3B},0.6061643551928231,0.39118374464983446,0.5777955887284701,0.5394270768056251,0.4168298148649338,0.5062801160483372
 OPT-IML	extsubscript{30B},0.6440378906082419,0.3558763182428186,0.5676350829822163,0.6966494032704463,0.5200321481017788,0.5568461686411004
-OPT-IML	extsubscript{MAX-1.3B},0.5909364112710048,0.3755292932389407,0.590692477920735,0.5158492166090246,0.40518685793640347,0.49563885139522174
-OPT-IML	extsubscript{MAX-30B},0.6125833091329617,0.3685743323310436,0.5747227646948349,0.6765032194870758,0.5111168415448232,0.5487000934381479
+OPT-IML	extsubscript{M-1.3B},0.5909364112710048,0.3755292932389407,0.590692477920735,0.5158492166090246,0.40518685793640347,0.49563885139522174
+OPT-IML	extsubscript{M-30B},0.6125833091329617,0.3685743323310436,0.5747227646948349,0.6765032194870758,0.5111168415448232,0.5487000934381479
 GPT-3	extsubscript{davinci},0.70571789216601,0.3956531368425896,0.6475957959742583,0.7399152540158276,0.5197407005278296,0.6017245559053029