| | compute_environment: LOCAL_MACHINE |
| | debug: false |
| | deepspeed_config: |
| | deepspeed_multinode_launcher: standard |
| | zero3_save_16bit_model: true |
| | zero_optimization: |
| | stage: 3 |
| | offload_optimizer: |
| | device: cpu |
| | pin_memory: true |
| | buffer_count: 4 |
| | offload_param: |
| | device: cpu |
| | pin_memory: true |
| | buffer_count: 4 |
| | model_parallel: |
| | enable: true |
| | tensor_parallel_size: 4 |
| | pipeline_parallel_size: 1 |
| | reduce_bucket_size: 2e5 |
| | stage3_prefetch_bucket_size: 0.1e6 |
| | stage3_max_live_parameters: 1e6 |
| | stage3_max_reuse_distance: 1e5 |
| | stage3_max_live_gradients: 1e6 |
| | stage3_param_persistence_threshold: 1e4 |
| | sub_group_size: 1e9 |
| | |
| | activation_checkpointing: |
| | partition_activations: true |
| | contiguous_memory_optimization: true |
| | cpu_checkpointing: true |
| | |
| | bf16: |
| | enabled: false |
| | fp16: |
| | enabled: true |
| |
|
| | optimizer: |
| | type: AdamW |
| | params: |
| | eight_bit: true |
| | lr: auto |
| | betas: auto |
| | eps: auto |
| | weight_decay: auto |
| | |
| | scheduler: |
| | type: WarmupDecayLR |
| | params: |
| | num_warmup_steps: auto |
| | num_training_steps: auto |
| |
|
| | communication_data_type: fp16 |
| | communication_bucket_size: 500000000 |
| | dist_backend: nccl |
| | train_micro_batch_size_per_gpu: auto |
| | gradient_clipping: 1.0 |
| |
|
| | distributed_type: DEEPSPEED |
| | downcast_bf16: auto |
| | machine_rank: 0 |
| | main_training_function: main |
| | mixed_precision: bf16 |
| | rdzv_backend: static |
| | same_network: true |
| | use_cpu: auto |
