2024-09-05 12:54:15 +08:00
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#!/bin/bash
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2024-09-05 12:59:02 +08:00
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run_type="$1"
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model="$2"
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gpu_cnt="$3"
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max_steps="$4"
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2024-09-05 11:28:19 +08:00
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current_datetime=$(date +%Y%m%d%H%M%S)
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2024-09-05 12:59:02 +08:00
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if [ "${run_type}"="lora_sft" ]; then
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2024-09-05 11:28:19 +08:00
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run_name="${run_type}_${model}_${gpu_cnt}_gpu_${max_steps}_step_${current_datetime}"
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else
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run_name="${run_type}_${model}_${gpu_cnt}_gpu_${current_datetime}"
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fi
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2024-09-05 12:59:52 +08:00
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output_dir="./results/${run_name}"
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2024-09-05 11:28:19 +08:00
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if [ ! -d "$output_dir" ]; then
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mkdir -p "$output_dir"
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2024-09-05 13:09:43 +08:00
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echo "output_dir created: $output_dir"
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2024-09-05 11:28:19 +08:00
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else
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2024-09-05 13:09:43 +08:00
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echo "output_dir exists: $output_dir"
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2024-09-05 11:28:19 +08:00
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fi
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2024-09-05 13:09:43 +08:00
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# echo "${run_type} ${model} ${gpu_cnt} ${max_steps} ${run_name} ${output_dir}"
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python prepare_yaml_file.py ${run_type} ${model} ${max_steps} ${run_name} ${output_dir}
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2024-09-05 11:28:19 +08:00
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2024-09-05 13:37:17 +08:00
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export USE_MODELSCOPE_HUB=1
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2024-09-05 11:28:19 +08:00
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2024-09-05 14:41:48 +08:00
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# echo "Start recording gpu status "
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# # 0 means not printing gpu status
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# python gpu_status.py ${output_dir} 1 10 &
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# gpu_status_pid=$!
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# echo "${gpu_status_pid}"
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if [ "${gpu_cnt}"="1" ]; then
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2024-09-05 15:17:39 +08:00
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ASCEND_RT_VISIBLE_DEVICES=0 llamafactory-cli train ${output_dir}/${run_name}.yaml | tee "${output_dir}/log.txt" &
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2024-09-05 14:41:48 +08:00
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train_pid=$!
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echo "Start train"
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else
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2024-09-05 15:17:39 +08:00
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FORCE_TORCHRUN=1 llamafactory-cli train ${output_dir}/${run_name}.yaml | tee "${output_dir}/log.txt" &
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2024-09-05 14:41:48 +08:00
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train_pid=$!
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echo "Start train"
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fi
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wait $train_pid
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echo "Train ended"
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2024-09-05 13:37:17 +08:00
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2024-09-05 14:41:48 +08:00
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# sleep 90
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# kill $gpu_status_pid
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# echo "Gpu status ended"
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