File size: 5,796 Bytes
2fdf3c9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 | #!/usr/bin/env bash
# Ensure log directory exists
mkdir -p "logs"
# Default variables
model_name_or_path="meta-llama/Llama-3.1-8B-Instruct"
output_dir="./output"
device="cuda"
ckpt_suffix="cot-unk"
max_new_tokens=4096
num_thought_tokens=10
verbose=1
# Argument parsing
while [[ $# -gt 0 ]]; do
case $1 in
--model_name_or_path) model_name_or_path="$2"; shift 2 ;;
--max_new_tokens) max_new_tokens="$2"; shift 2 ;;
--output_dir) output_dir="$2"; shift 2 ;;
--ckpt_suffix) ckpt_suffix="$2"; shift 2 ;;
--verbose) verbose="$2"; shift 2 ;;
*) echo "Unknown argument: $1"; shift ;;
esac
done
# Display basic configuration
echo "=================== [Default Args] ====================="
echo "Model ID: ${model_name_or_path}"
echo "Device: ${device}"
echo "Output dir: ${output_dir}"
echo "Checkpoint suffix: ${ckpt_suffix}"
echo "Max new tokens: ${max_new_tokens}"
echo "Verbose: ${verbose}"
echo "--------------------------------------------------------"
model_name="${model_name_or_path#*/}"
######################### AIME-2024 #########################
dataset="Maxwell-Jia/AIME_2024"
start_time=$(date +%s)
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo "Eval Dataset: ${dataset} at $(date)"
cmd="python main.py \
--dataset \"${dataset}\" \
--model_name_or_path \"${model_name_or_path}\" \
--output_dir \"${output_dir}\" \
--device \"${device}\" \
--ckpt_suffix \"${ckpt_suffix}\" \
--max_new_tokens ${max_new_tokens} \
--num_thought_tokens ${num_thought_tokens} \
--max_num_steps 0 \
--verbose ${verbose}"
log_file_name="logs/Baseline-CoT-Unk-AIME2024-${model_name}-max_tokens${max_new_tokens}.log"
# Run the command and redirect output
echo "${cmd} > \"${log_file_name}\""
eval "${cmd} > \"${log_file_name}\""
# Display the script end time
end_time=$(date +%s)
elapsed_time=$((end_time - start_time))
echo "Evaluation for dataset ${dataset} finished at: $(date)"
echo "Elapsed time: ${elapsed_time} seconds"
######################### AIME-2025 #########################
dataset="opencompass/AIME2025"
start_time=$(date +%s)
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo "Eval Dataset: ${dataset} at $(date)"
cmd="python main.py \
--dataset \"${dataset}\" \
--model_name_or_path \"${model_name_or_path}\" \
--output_dir \"${output_dir}\" \
--device \"${device}\" \
--ckpt_suffix \"${ckpt_suffix}\" \
--max_new_tokens ${max_new_tokens} \
--num_thought_tokens ${num_thought_tokens} \
--max_num_steps 0 \
--verbose ${verbose}"
log_file_name="logs/Baseline-CoT-Unk-AIME2025-${model_name}-max_tokens${max_new_tokens}.log"
# Run the command and redirect output
echo "${cmd} > \"${log_file_name}\""
eval "${cmd} > \"${log_file_name}\""
# Display the script end time
end_time=$(date +%s)
elapsed_time=$((end_time - start_time))
echo "Evaluation for dataset ${dataset} finished at: $(date)"
echo "Elapsed time: ${elapsed_time} seconds"
######################### GSM8K #########################
dataset="openai/gsm8k"
start_time=$(date +%s)
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo "Eval Dataset: ${dataset} at $(date)"
cmd="python main.py \
--dataset \"${dataset}\" \
--model_name_or_path \"${model_name_or_path}\" \
--output_dir \"${output_dir}\" \
--device \"${device}\" \
--ckpt_suffix \"${ckpt_suffix}\" \
--max_new_tokens ${max_new_tokens} \
--num_thought_tokens ${num_thought_tokens} \
--max_num_steps 0 \
--verbose ${verbose}"
log_file_name="logs/Baseline-CoT-Unk-GSM8K-${model_name}-max_tokens${max_new_tokens}.log"
# Run the command and redirect output
echo "${cmd} > \"${log_file_name}\""
eval "${cmd} > \"${log_file_name}\""
# Display the script end time
end_time=$(date +%s)
elapsed_time=$((end_time - start_time))
echo "Evaluation for dataset ${dataset} finished at: $(date)"
echo "Elapsed time: ${elapsed_time} seconds"
######################### MATH-500 #########################
dataset="HuggingFaceH4/MATH-500"
start_time=$(date +%s)
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo "Eval Dataset: ${dataset} at $(date)"
cmd="python main.py \
--dataset \"${dataset}\" \
--model_name_or_path \"${model_name_or_path}\" \
--output_dir \"${output_dir}\" \
--device \"${device}\" \
--ckpt_suffix \"${ckpt_suffix}\" \
--max_new_tokens ${max_new_tokens} \
--num_thought_tokens ${num_thought_tokens} \
--max_num_steps 0 \
--verbose ${verbose}"
log_file_name="logs/Baseline-CoT-Unk-MATH500-${model_name}-max_tokens${max_new_tokens}.log"
# Run the command and redirect output
echo "${cmd} > \"${log_file_name}\""
eval "${cmd} > \"${log_file_name}\""
# Display the script end time
end_time=$(date +%s)
elapsed_time=$((end_time - start_time))
echo "Evaluation for dataset ${dataset} finished at: $(date)"
echo "Elapsed time: ${elapsed_time} seconds"
######################### ASDiv-Aug #########################
dataset="xuyige/ASDiv-Aug"
start_time=$(date +%s)
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo "Eval Dataset: ${dataset} at $(date)"
cmd="python main.py \
--dataset \"${dataset}\" \
--model_name_or_path \"${model_name_or_path}\" \
--output_dir \"${output_dir}\" \
--device \"${device}\" \
--ckpt_suffix \"${ckpt_suffix}\" \
--max_new_tokens ${max_new_tokens} \
--num_thought_tokens ${num_thought_tokens} \
--max_num_steps 0 \
--verbose ${verbose}"
log_file_name="logs/Baseline-CoT-Unk-ASDivAug-${model_name}-max_tokens${max_new_tokens}.log"
# Run the command and redirect output
echo "${cmd} > \"${log_file_name}\""
eval "${cmd} > \"${log_file_name}\""
# Display the script end time
end_time=$(date +%s)
elapsed_time=$((end_time - start_time))
echo "Evaluation for dataset ${dataset} finished at: $(date)"
echo "Elapsed time: ${elapsed_time} seconds"
|