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Slurm下多节点训练时提示FileExistsError: [Errno 17] File exists: ‘../trainer_log.jsonl' #3010
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Mar 28, 2024
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* fix packages * Update wechat.jpg * Updated README with new information * Updated README with new information * Updated README with new information * Follow HF_ENDPOINT environment variable * fix hiyouga#2346 * fix hiyouga#2777 hiyouga#2895 * add orca_dpo_pairs dataset * support fsdp + qlora * update readme * update tool extractor * paper release * add citation * move file * Update README.md, fix the release date of the paper * Update README_zh.md, fix the release date of the paper * Update wechat.jpg * fix hiyouga#2941 * fix hiyouga#2928 * fix hiyouga#2936 * fix Llama lora merge crash * fix Llama lora merge crash * fix Llama lora merge crash * pass ruff check * tiny fix * Update requirements.txt * Update README_zh.md * release v0.6.0 * add arg check * Update README_zh.md * Update README.md * update readme * tiny fix * release v0.6.0 (real) * Update wechat.jpg * fix hiyouga#2961 * fix bug * fix hiyouga#2981 * fix ds optimizer * update trainers * fix hiyouga#3010 * update readme * fix hiyouga#2982 * add project * update readme * release v0.6.1 * Update wechat.jpg * fix pile datset hf hub url * upgrade gradio to 4.21.0 * support save args in webui hiyouga#2807 hiyouga#3046 some ideas are borrowed from @marko1616 * Fix Llama model save for full param train * fix blank line contains whitespace * tiny fix * support ORPO * support orpo in webui * update readme * use log1p in orpo loss huggingface/trl#1491 * fix plots * fix IPO and ORPO loss * fix ORPO loss * update webui * support infer 4bit model on GPUs hiyouga#3023 * fix hiyouga#3077 * add qwen1.5 moe * fix hiyouga#3083 * set dev version * Update SECURITY.md * fix hiyouga#3022 * add moe aux loss control hiyouga#3085 * simplify readme * update readme * update readme * update examples * update examples * add zh readme * update examples * update readme * update vllm example * Update wechat.jpg * fix hiyouga#3116 * fix resize vocab at inference hiyouga#3022 * fix requires for windows * fix bug in latest gradio * back to gradio 4.21 and fix chat * tiny fix * update examples * update readme * support Qwen1.5-32B * support Qwen1.5-32B * fix spell error * support hiyouga#3152 * rename template to breeze * rename template to breeze * add empty line * Update wechat.jpg * tiny fix * fix quant infer and qwen2moe * Pass additional_target to unsloth Fixes hiyouga#3200 * Update adapter.py * Update adapter.py * fix hiyouga#3225 --------- Co-authored-by: hiyouga <[email protected]> Co-authored-by: 刘一博 <[email protected]> Co-authored-by: khazic <[email protected]> Co-authored-by: SirlyDreamer <[email protected]> Co-authored-by: Sanjay Nadhavajhala <[email protected]> Co-authored-by: sanjay920 <[email protected]> Co-authored-by: 0xez <[email protected]> Co-authored-by: marko1616 <[email protected]> Co-authored-by: Remek Kinas <[email protected]> Co-authored-by: Tsumugii24 <[email protected]> Co-authored-by: li.yunhao <[email protected]> Co-authored-by: sliderSun <[email protected]> Co-authored-by: codingma <[email protected]> Co-authored-by: Erich Schubert <[email protected]>
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Reproduction
我在两个节点上使用8*A800 80G对Qwen1.5-14B进行增量预训练时,提示FileExistsError: [Errno 17] File exists: ‘../trainer_log.jsonl'
参数信息
torchrun --nnodes $NNODES --master_addr $MASTER_ADDR --master_port $MASTER_PORT --node_rank $NODE_RANK --nproc_per_node 8 \ /mnt/afs/LLaMA-Factory/src/train_bash.py \ --deepspeed /mnt/afs/LLaMA-Factory/examples/deepspeed/ds_z3_config.json \ --stage pt \ --template qwen \ --model_name_or_path /mnt/afs/Model/Qwen1.5-14B \ --do_train --dataset_dir /mnt/afs/dataset \ --dataset test \ --finetuning_type full \ --output_dir /mnt/afs/Output/Qwen1.5-14B \ --overwrite_cache \ --per_device_train_batch_size 4 \ --gradient_accumulation_steps 1 \ --lr_scheduler_type cosine \ --logging_steps 10 \ --save_steps 1000 \ --warmup_ratio 0.1 \ --learning_rate 5e-5 \ --num_train_epochs 3.0 \ --plot_loss \ --bf16 \ --flash_attn \ --overwrite_output_dir \ --preprocessing_num_workers 128 \ --rope_scaling linear \ --cutoff_len 4096 \ --ddp_timeout 180000
报错信息:
FileExistsError: [Errno 17] File exists: '/mnt/afs/Output/Qwen1.5-14B/trainer_log.jsonl'
torch.distributed.elastic.multiprocessing.api: [ERROR] failed (exitcode: 1) local_rank: 0 (pid: 97) of binary: /mnt/afs/miniconda3/envs/qwen/bin/python
Expected behavior
我希望对Qwen1.5-14B在多节点进行增量预训练
但是提示
FileExistsError
,而且这个trainer_log.jsonl是开始训练后才出现的我的两个节点共享存储空间
所以我想知道该如何解决这个问题,以及能否提供一个可以使用的deepspeed在Slurm多节点的DDP脚本示例,谢谢
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