liugz18
2024-07-18 d80ac2fd2df4e7fb8a28acfa512bb11472b5cc99
examples/industrial_data_pretraining/llm_asr/demo_train_or_finetune.sh
@@ -15,8 +15,8 @@
#++data_type_list='["source", "target"]' \
#++jsonl_file_out=/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl
train_data="/nfs/zhifu.gzf/data/datalist/aishell1_aishell2_wav_speech_llm_train_data_del_tail500.json"
val_data="/nfs/zhifu.gzf/data/datalist/aishell1_aishell2_wav_speech_llm_train_data_tail500.json"
train_data="/nfs/maziyang.mzy/data/librispeech/librispeech_train_960h.jsonl"
val_data="/nfs/maziyang.mzy/data/librispeech/librispeech_dev_other_filtered.jsonl"
# exp output dir
output_dir="/nfs/zhifu.gzf/ckpt/exp/llm_asr_whisper_vicuna_exp1"
@@ -30,18 +30,30 @@
mkdir -p ${output_dir}
echo "log_file: ${log_file}"
torchrun \
--nnodes 1 \
--nproc_per_node ${gpu_num} \
../../../funasr/bin/train.py \
deepspeed_config=${workspace}/../../ds_stage1.json
DISTRIBUTED_ARGS="
    --nnodes ${WORLD_SIZE:-1} \
    --nproc_per_node $gpu_num \
    --node_rank ${RANK:-0} \
    --master_addr ${MASTER_ADDR:-127.0.0.1} \
    --master_port ${MASTER_PORT:-26669}
"
echo $DISTRIBUTED_ARGS
torchrun $DISTRIBUTED_ARGS \
../../../funasr/bin/train_ds.py \
--config-path "${workspace}/conf" \
--config-name "${config}" \
++train_data_set_list="${train_data}" \
++valid_data_set_list="${val_data}" \
++dataset_conf.batch_size=2 \
++dataset_conf.batch_type="example" \
++dataset_conf.num_workers=0 \
++train_conf.max_epoch=11 \
++optim_conf.lr=0.0002 \
++dataset_conf.batch_size=4 \
++dataset_conf.num_workers=4 \
++train_conf.max_epoch=15 \
++train_conf.use_deepspeed=false \
++train_conf.deepspeed_config=${deepspeed_config} \
++optim_conf.lr=0.0001 \
++init_param="${init_param}" \
++output_dir="${output_dir}" &> ${log_file}
++output_dir="${output_dir}" &> ${log_file} &