Crossing Linguistic Horizons

Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models

Zero-Shot Question Answering Leaderboard

Models XQuAD MLQA
EM F1 EM F1
URA-LLaMa 70B 0.06 ± 0.00 0.30 ± 0.00 0.04 ± 0.00 0.28 ± 0.00
URA-LLaMa 13B 0.00 ± 0.00 0.14 ± 0.00 0.00 ± 0.00 0.15 ± 0.00
URA-LLaMa 7B 0.00 ± 0.00 0.14 ± 0.00 0.00 ± 0.00 0.16 ± 0.00
LLaMa-2 13B 0.00 ± 0.00 0.04 ± 0.00 0.00 ± 0.02 0.05 ± 0.00
LLaMa-2 7B 0.00 ± 0.00 0.05 ± 0.00 0.00 ± 0.00 0.06 ± 0.00
Vietcuna 7B 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
GPT-3.5 0.00 ± 0.00 0.24 ± 0.00 0.00 ± 0.00 0.25 ± 0.00
GPT-4 0.00 ± 0.00 0.27 ± 0.00 0.00 ± 0.00 0.27 ± 0.00