OpenCompass/configs/datasets/winogrande/README.md

WinoGrande

python3 run.py --models hf_internlm2_7b --datasets winogrande_5shot_ll_252f01 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets winogrande_5shot_gen_b36770 --debug

Base Models

model	winogrande
llama-7b-turbomind	71.19
llama-13b-turbomind	76.16
llama-30b-turbomind	80.66
llama-65b-turbomind	82.16
llama-2-7b-turbomind	74.03
llama-2-13b-turbomind	76.48
llama-2-70b-turbomind	83.98
llama-3-8b-turbomind	77.82
llama-3-70b-turbomind	83.43
internlm2-1.8b-turbomind	66.77
internlm2-7b-turbomind	83.50
internlm2-20b-turbomind	84.69
qwen-1.8b-turbomind	61.25
qwen-7b-turbomind	72.06
qwen-14b-turbomind	72.45
qwen-72b-turbomind	82.56
qwen1.5-0.5b-hf	57.38
qwen1.5-1.8b-hf	60.46
qwen1.5-4b-hf	65.90
qwen1.5-7b-hf	70.01
qwen1.5-14b-hf	72.93
qwen1.5-32b-hf	78.69
qwen1.5-72b-hf	80.74
qwen1.5-moe-a2-7b-hf	71.43
mistral-7b-v0.1-hf	78.30
mistral-7b-v0.2-hf	77.51
mixtral-8x7b-v0.1-hf	81.53
mixtral-8x22b-v0.1-hf	86.50
yi-6b-hf	74.35
yi-34b-hf	79.01
deepseek-7b-base-hf	74.11
deepseek-67b-base-hf	79.32

Chat Models

model	winogrande
qwen1.5-0.5b-chat-hf	50.51
qwen1.5-1.8b-chat-hf	51.07
qwen1.5-4b-chat-hf	57.54
qwen1.5-7b-chat-hf	65.27
qwen1.5-14b-chat-hf	70.09
qwen1.5-32b-chat-hf	77.90
qwen1.5-72b-chat-hf	80.82
qwen1.5-110b-chat-hf	82.32
internlm2-chat-1.8b-hf	57.62
internlm2-chat-1.8b-sft-hf	57.93
internlm2-chat-7b-hf	73.56
internlm2-chat-7b-sft-hf	73.80
internlm2-chat-20b-hf	81.06
internlm2-chat-20b-sft-hf	81.37
llama-3-8b-instruct-hf	66.22
llama-3-70b-instruct-hf	81.29
llama-3-8b-instruct-lmdeploy	66.93
llama-3-70b-instruct-lmdeploy	81.22
mistral-7b-instruct-v0.1-hf	58.56
mistral-7b-instruct-v0.2-hf	59.43
mixtral-8x7b-instruct-v0.1-hf	65.75