2023-12-15 08:38:51 +00:00
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NUM_GPU=8
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2023-12-26 09:33:32 +00:00
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MODEL="mistralai/Mixtral-8x7B-v0.1"
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2023-12-14 09:52:05 +00:00
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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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2023-12-26 09:32:59 +00:00
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# hybrid
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# torchrun --standalone --nproc_per_node $NUM_GPU \
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colossalai run --nproc_per_node $NUM_GPU --hostfile "hostfile" \
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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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2023-12-26 09:32:59 +00:00
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--plugin "hybrid" \
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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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2023-12-26 09:32:59 +00:00
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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 8 \
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