Upload run_2node_dsv3_0.5b_pretrain.sh to dsv3_0.5b
Browse files
run_2node_dsv3_0.5b_pretrain.sh
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#!/bin/bash
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export NCCL_SOCKET_IFNAME=bond1
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export NCCL_IB_GID_INDEX=3
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# export NCCL_IB_HCA==mlx5_0:1
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# export NCCL_MAX_NCHANNELS=1
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# export NCCL_NET=IB
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# --- Input Validation ---
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if [ "$#" -ne 2 ]; then
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echo "Usage: $0 <NODE_RANK> <MASTER_ADDR>"
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echo "Example (Master): /mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/Ubiquant-Pretrain/scripts/pretrain/run/run_2node_dsv3_0.5b_pretrain.sh 0 29.68.136.18"
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echo "Example (Worker):/mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/Ubiquant-Pretrain/scripts/pretrain/run/run_2node_dsv3_0.5b_pretrain.sh 1 29.68.136.18"
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exit 1
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fi
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# ------------------
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# Standard Setup
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# ------------------
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# export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True
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# export USER=$(whoami)
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source /mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/.venv/bin/activate
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# ------------------
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set -eo pipefail
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# ------------------
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cd /mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/Ubiquant-Pretrain/scripts/pretrain
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# --- Multi-Node Configuration (from command-line arguments) ---
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export NNODES=4
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export NODE_RANK=$1
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export MASTER_ADDR=$2
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export MASTER_PORT=36000
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# --- Standard Training Configuration ---
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export OUTPUT_CHECKPOINT_PATH="/mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/megatron_lm_workspace"
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export DATA_PATH="1.0 /mnt/nanjingcephfs/project_wx-rec-alg-bdc-exp/bwzheng/yulan/hyw/Ubiquant-Pretrain/build/wjp-share/dataset/metadata/processed_data_baseline_text_document"
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export BATCH_SIZE=16
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export GLOBAL_BATCH_SIZE=1024
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export TRAIN_TOKENS=100_000_000_000
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export LR_WARMUP_TOKENS=1_000_000_000
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export SAVE_TOKENS=10_000_000_000
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export LR_DECAY_STYLE='constant'
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export LR_DECAY_TOKENS=99_000_000_000
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export LR=2e-3
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export MP_SIZE=2
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export PP_SIZE=1
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export TOKENIZER_TYPE="hf_tokenizer_yulan_mini"
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export ACTIVATION_CHECKPOINT='true'
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# --- Execute the Training Script ---
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echo "--- Starting Node Rank: ${NODE_RANK} of ${NNODES} ---"
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echo "--- Master Address: ${MASTER_ADDR}:${MASTER_PORT} ---"
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bash dsv3_0.5b_pretrain_template.sh
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