初始化项目,由ModelHub XC社区提供模型

Model: openbmb/BitCPM-CANN-0.5B-unquantized
Source: Original Platform
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ModelHub XC
2026-05-28 11:22:22 +08:00
commit 39d0ba0499
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example/run_sft.sh Normal file
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#!/bin/bash
MODEL_PATH="/model/BitCPM-CANN-1B-unquantized"
DATA_PATH="/dataset/HuggingFaceH4_ultrachat_200k/data/train_sft-00000-of-00003-a3ecf92756993583.parquet"
OUTPUT_DIR="./output_sft"
DS_CONFIG="./ds_config.json"
NUM_GPUS=8
BATCH_SIZE_PER_GPU=2
GRAD_ACCUM_STEPS=1
MAX_SEQ_LENGTH=8192
export ASCEND_RT_VISIBLE_DEVICES=0,1,2,3,4,5,6,7
export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7
export DS_SKIP_CUDA_CHECK=1
torchrun --nproc_per_node=$NUM_GPUS train_sft.py \
--model_name_or_path $MODEL_PATH \
--data_path $DATA_PATH \
--max_seq_length $MAX_SEQ_LENGTH \
--output_dir $OUTPUT_DIR \
--per_device_train_batch_size $BATCH_SIZE_PER_GPU \
--gradient_accumulation_steps $GRAD_ACCUM_STEPS \
--max_steps 100 \
--learning_rate 2e-5 \
--lr_scheduler_type cosine \
--warmup_ratio 0.2 \
--weight_decay 0.0 \
--logging_steps 2 \
--save_steps 500 \
--save_total_limit 3 \
--bf16 \
--deepspeed $DS_CONFIG \
--gradient_checkpointing \
--seed 42 \
--dataloader_num_workers 4 \
--report_to tensorboard \
--logging_dir /data/tensorboard/sft \
--train_on_prompt false \
--gradient_checkpointing_kwargs '{"use_reentrant": false}'