#!/bin/bash # ================================ # Choose the case to run. # ================================ # model size options = [1.7B, 3.6B, 7.5B, 18B, 39B, 76B, 145B, 310B, 530B, 1T] MODEL_SIZE=1.7B if [ ${MODEL_SIZE} == "1.7B" ]; then TP=1 PP=1 MBS=16 GBS=512 NLS=24 HS=2304 NAH=24 DDP=torch NNODES=4 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " elif [ ${MODEL_SIZE} == "3.6B" ]; then TP=2 PP=1 MBS=16 GBS=512 NLS=30 HS=3072 NAH=32 DDP=torch NNODES=8 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " elif [ ${MODEL_SIZE} == "7.5B" ]; then TP=4 PP=1 MBS=16 GBS=512 NLS=36 HS=4096 NAH=32 DDP=torch NNODES=16 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " elif [ ${MODEL_SIZE} == "18B" ]; then TP=8 PP=1 MBS=8 GBS=1024 NLS=40 HS=6144 NAH=48 DDP=torch NNODES=32 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " elif [ ${MODEL_SIZE} == "39B" ]; then TP=8 PP=2 MBS=4 GBS=1536 NLS=48 HS=8192 NAH=64 DDP=local NNODES=64 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " elif [ ${MODEL_SIZE} == "76B" ]; then TP=8 PP=4 MBS=2 GBS=1792 NLS=60 HS=10240 NAH=80 DDP=local NNODES=128 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform --num_layers_per_virtual_pipeline_stage 5" elif [ ${MODEL_SIZE} == "145B" ]; then TP=8 PP=8 MBS=2 GBS=2304 NLS=80 HS=12288 NAH=96 DDP=local NNODES=192 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform --num_layers_per_virtual_pipeline_stage 5 " elif [ ${MODEL_SIZE} == "310B" ]; then TP=8 PP=16 MBS=1 GBS=2160 NLS=96 HS=16384 NAH=128 DDP=local NNODES=240 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform --num_layers_per_virtual_pipeline_stage 3 " elif [ ${MODEL_SIZE} == "530B" ]; then TP=8 PP=35 MBS=1 GBS=2520 NLS=105 HS=20480 NAH=128 DDP=local NNODES=315 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform --num_layers_per_virtual_pipeline_stage 1 " elif [ ${MODEL_SIZE} == "1T" ]; then TP=8 PP=64 MBS=1 GBS=3072 NLS=128 HS=25600 NAH=160 DDP=local NNODES=384 MEGATRON_EXTRA_PARAMS="--activations-checkpoint-method uniform " else echo "Invalid configuration" exit 1 fi # Name of the job export JOB_NAME=results_table_1_model_size_${MODEL_SIZE} # Import the configs. . `pwd`/CONFIG.sh # Submit the job. . `pwd`/SBATCH.sh exit 0