OpenCompass/configs/datasets/triviaqa/README.md

TriviaQA

python3 run.py --models hf_internlm2_7b --datasets triviaqa_wiki_1shot_gen_20a989 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets triviaqa_wiki_1shot_gen_eaf81e --debug

Base Models

model	triviaqa
llama-7b-turbomind	40.39
llama-13b-turbomind	66.41
llama-30b-turbomind	75.90
llama-65b-turbomind	82.26
llama-2-7b-turbomind	43.21
llama-2-13b-turbomind	71.32
llama-2-70b-turbomind	67.45
llama-3-8b-turbomind	71.24
llama-3-70b-turbomind	88.16
internlm2-1.8b-turbomind	38.42
internlm2-7b-turbomind	69.15
internlm2-20b-turbomind	74.03
qwen-1.8b-turbomind	22.76
qwen-7b-turbomind	53.61
qwen-14b-turbomind	49.72
qwen-72b-turbomind	79.13
qwen1.5-0.5b-hf	21.24
qwen1.5-1.8b-hf	34.32
qwen1.5-4b-hf	44.59
qwen1.5-7b-hf	56.60
qwen1.5-14b-hf	59.96
qwen1.5-32b-hf	56.20
qwen1.5-72b-hf	77.81
qwen1.5-moe-a2-7b-hf	65.49
mistral-7b-v0.1-hf	72.93
mistral-7b-v0.2-hf	70.91
mixtral-8x7b-v0.1-hf	85.05
mixtral-8x22b-v0.1-hf	89.47
yi-6b-hf	23.76
yi-34b-hf	14.73
deepseek-7b-base-hf	59.48
deepseek-67b-base-hf	72.15

Chat Models

model	triviaqa
qwen1.5-0.5b-chat-hf	19.84
qwen1.5-1.8b-chat-hf	35.81
qwen1.5-4b-chat-hf	48.93
qwen1.5-7b-chat-hf	53.65
qwen1.5-14b-chat-hf	62.58
qwen1.5-32b-chat-hf	74.72
qwen1.5-72b-chat-hf	83.25
qwen1.5-110b-chat-hf	86.20
internlm2-chat-1.8b-hf	46.69
internlm2-chat-1.8b-sft-hf	46.50
internlm2-chat-7b-hf	69.54
internlm2-chat-7b-sft-hf	70.75
internlm2-chat-20b-hf	75.53
internlm2-chat-20b-sft-hf	75.90
llama-3-8b-instruct-hf	78.99
llama-3-70b-instruct-hf	89.79
llama-3-8b-instruct-lmdeploy	76.77
llama-3-70b-instruct-lmdeploy	89.62
mistral-7b-instruct-v0.1-hf	62.94
mistral-7b-instruct-v0.2-hf	67.72
mixtral-8x7b-instruct-v0.1-hf	79.57