2023-12-14 09:52:05 +00:00
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2023-12-15 08:38:51 +00:00
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NUM_GPU=8
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2023-12-14 09:52:05 +00:00
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MODEL="8b"
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SEQ_LENGTH=2048
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BATCH_SIZE=1
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LR=0.00001
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# ep zero
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# torchrun --standalone --nproc_per_node $NUM_GPU train.py \
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# --num_epoch 1 \
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# --model_name $MODEL \
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# --plugin "ep_zero" \
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# --batch_size $BATCH_SIZE \
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# --lr $LR \
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# --zero_stage 1 \
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# --extra_dp_size 2
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# ep
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2023-12-15 08:38:51 +00:00
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torchrun --standalone --nproc_per_node $NUM_GPU train.py \
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2023-12-14 09:52:05 +00:00
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--num_epoch 1 \
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--model_name $MODEL \
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2023-12-15 08:38:51 +00:00
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--plugin "ep" \
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2023-12-14 09:52:05 +00:00
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--batch_size $BATCH_SIZE \
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--lr $LR \
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2023-12-15 08:38:51 +00:00
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--zero_stage 2
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2023-12-14 09:52:05 +00:00
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# hybrid
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# torchrun --standalone --nproc_per_node $NUM_GPU train.py \
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# --num_epoch 1 \
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# --model_name $MODEL \
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# --plugin "hybrid" \
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# --batch_size $BATCH_SIZE \
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# --lr $LR \
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# --zero_stage 1 \
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# --pp_size 2 \
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# --dp_size 1 \
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# --ep_size 2 \
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