OpenCompass/configs/datasets/gsm8k/README.md

GSM8K

python3 run.py --models hf_internlm2_7b --datasets gsm8k_gen_17d0dc --debug
python3 run.py --models hf_internlm2_chat_7b --datasets gsm8k_gen_1d7fe4 --debug

Base Models

model	gsm8k
llama-7b-turbomind	10.31
llama-13b-turbomind	20.55
llama-30b-turbomind	42.08
llama-65b-turbomind	54.81
llama-2-7b-turbomind	16.76
llama-2-13b-turbomind	29.87
llama-2-70b-turbomind	63.53
llama-3-8b-turbomind	54.28
llama-3-70b-turbomind	69.98
internlm2-1.8b-turbomind	30.40
internlm2-7b-turbomind	69.98
internlm2-20b-turbomind	76.80
qwen-1.8b-turbomind	23.73
qwen-7b-turbomind	54.36
qwen-14b-turbomind	61.64
qwen-72b-turbomind	79.68
qwen1.5-0.5b-hf	13.27
qwen1.5-1.8b-hf	34.87
qwen1.5-4b-hf	47.61
qwen1.5-7b-hf	54.36
qwen1.5-14b-hf	63.53
qwen1.5-32b-hf	72.71
qwen1.5-72b-hf	79.53
qwen1.5-moe-a2-7b-hf	61.26
mistral-7b-v0.1-hf	47.61
mistral-7b-v0.2-hf	45.19
mixtral-8x7b-v0.1-hf	66.26
mixtral-8x22b-v0.1-hf	82.87
yi-6b-hf	39.58
yi-34b-hf	67.70
deepseek-7b-base-hf	20.17
deepseek-67b-base-hf	68.16

Chat Models

model	gsm8k
qwen1.5-0.5b-chat-hf	8.79
qwen1.5-1.8b-chat-hf	27.60
qwen1.5-4b-chat-hf	47.61
qwen1.5-7b-chat-hf	56.25
qwen1.5-14b-chat-hf	64.90
qwen1.5-32b-chat-hf	79.91
qwen1.5-72b-chat-hf	77.03
qwen1.5-110b-chat-hf	79.53
internlm2-chat-1.8b-hf	39.73
internlm2-chat-1.8b-sft-hf	36.85
internlm2-chat-7b-hf	69.90
internlm2-chat-7b-sft-hf	69.83
internlm2-chat-20b-hf	75.21
internlm2-chat-20b-sft-hf	76.95
llama-3-8b-instruct-hf	79.53
llama-3-70b-instruct-hf	89.76
llama-3-8b-instruct-lmdeploy	78.77
llama-3-70b-instruct-lmdeploy	89.31
mistral-7b-instruct-v0.1-hf	42.23
mistral-7b-instruct-v0.2-hf	45.56
mixtral-8x7b-instruct-v0.1-hf	65.13