Deepspeed Config文件是用于配置Deepspeed库的参数和设置的文件。Deepspeed是一个开源的深度学习优化库,它提供了一系列工具和特性来加速和简化分布式训练过程。通过Deepspeed Config文件,用户可以方便地定义训练过程中的各种参数,如学习率、优化器、混合精度设置等。 2. 列举Deepspeed Config文件中的主要配置部分 Deepspeed Con...
3. DeepSpeed 配置 4. GPU 数量和混合精度 参考 在Accelerate 中,可以运行accelerate config命令以交互式的方式配置运行文件,但是第一次运行的小伙伴对交互过程中给出的选项有些疑惑,在这里就整理一下参数名的含义,方便使用。 我这里是单机多卡,没有多机多卡的条件,在该设置下使用 DeepSpeed,和我一样的配置的小伙...
The base huggingface transformer calls hf_deepspeed_config.trainer_config_finalize(args, model, num_training_steps) to change the values of total_num_steps" and warmup_num_steps from auto to be their calculated value during the inner training loop (when the total_num_steps is know). However...
remote_device, config_dict_or_path=args.deepspeed_config, config_dict_or_path=args.deepspeed_config_dict, enabled=args.zero_stage == 3, mpu=mpu): if args.deepspeed and not args.no_pipeline_parallel: 0 comments on commit a4f8079 Please sign in to comment. ...
System Info Describe the bug on_train_end, raise AttributeError: 'Accelerator' object has no attribute 'deepspeed_config' To Reproduce None Expected behavior A clear and concise description of what you expected to happen. ds_report outpu...
# Misc train_on_inputs: false group_by_length: false early_stopping_patience: resume_from_checkpoint: true #Will fail to resume from checkpoint when using this option. local_rank: logging_steps: 1 xformers_attention: debug: deepspeed: ./zero2.json weight_decay: 0 fsdp: fsdp_config: ...
Describe the bug During from deepspeed.inference.config import DtypeEnum, got error File "pydantic/main.py", line 299, in pydantic.main.ModelMetaclass.__new__ File "pydantic/fields.py", line 411, in pydantic.fields.ModelField.infer File ...
ValueError: Found optimizer configured in the DeepSpeed config, but no scheduler. Please configure a scheduler in the DeepSpeed config. Am using --warmup_ratio 0.03 --lr_scheduler_type "cosine" \ Here, and I didn't found a properly shced...
Commits BreadcrumbsHistory for LLM-Dojo train_args deepspeed_config ds_config_zero2.json onmain User selector All users DatepickerAll time Commit History Commits on May 19, 2024 update deepspeed! mst272committedMay 19, 2024 0512d03 End of commit history for this file...
with deepspeed.zero.Init() if neox_args.zero_stage == 3 else nullcontext() as gs: with deepspeed.zero.Init( config_dict_or_path=neox_args.deespeed_config ) if neox_args.zero_stage == 3 else nullcontext() as gs: model = GPT2ModelPipe( neox_args=neox_args, num_tokentypes=0, 0...