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[chat] fix reward model sh #3578

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Merged
ht-zhou merged 1 commit into from
Apr 17, 2023
Merged

[chat] fix reward model sh #3578

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30 changes: 23 additions & 7 deletions applications/Chat/examples/train_rm.sh
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Original file line number Diff line number Diff line change
@@ -1,8 +1,24 @@
set_n_least_used_CUDA_VISIBLE_DEVICES 1
set_n_least_used_CUDA_VISIBLE_DEVICES() {
local n=${1:-"9999"}
echo "GPU Memory Usage:"
local FIRST_N_GPU_IDS=$(nvidia-smi --query-gpu=memory.used --format=csv \
| tail -n +2 \
| nl -v 0 \
| tee /dev/tty \
| sort -g -k 2 \
| awk '{print $1}' \
| head -n $n)
export CUDA_VISIBLE_DEVICES=$(echo $FIRST_N_GPU_IDS | sed 's/ /,/g')
echo "Now CUDA_VISIBLE_DEVICES is set to:"
echo "CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES"
}

python train_reward_model.py --pretrain 'microsoft/deberta-v3-large' \
--model 'deberta' \
--strategy naive \
--loss_fn 'log_exp'\
--save_path 'rmstatic.pt' \
--test True
set_n_least_used_CUDA_VISIBLE_DEVICES 2

torchrun --standalone --nproc_per_node=2 train_reward_model.py \
--pretrain <your pretrain path> \
--model 'bloom' \
--strategy colossalai_zero2 \
--loss_fn 'log_sig'\
--save_path <your model saving path>\
--dataset 'Anthropic/hh-rlhf'\