2024-03-20 16:36:06 +00:00
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compute_environment: LOCAL_MACHINE
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debug: false
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distributed_type: FSDP
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downcast_bf16: 'no'
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fsdp_config:
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fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
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fsdp_backward_prefetch: BACKWARD_PRE
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fsdp_forward_prefetch: false
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2024-05-29 10:39:11 +00:00
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fsdp_cpu_ram_efficient_loading: true
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fsdp_offload_params: true # offload may affect training speed
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2024-03-20 16:36:06 +00:00
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fsdp_sharding_strategy: FULL_SHARD
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2024-03-26 09:53:04 +00:00
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fsdp_state_dict_type: FULL_STATE_DICT
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2024-03-20 16:36:06 +00:00
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fsdp_sync_module_states: true
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2024-05-29 10:39:11 +00:00
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fsdp_use_orig_params: true
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2024-03-20 16:36:06 +00:00
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machine_rank: 0
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main_training_function: main
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2024-05-29 10:39:11 +00:00
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mixed_precision: fp16 # or bf16
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2024-04-04 06:48:21 +00:00
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num_machines: 1 # the number of nodes
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num_processes: 2 # the number of GPUs in all nodes
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2024-03-20 16:36:06 +00:00
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rdzv_backend: static
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same_network: true
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tpu_env: []
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tpu_use_cluster: false
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tpu_use_sudo: false
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use_cpu: false
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