| general: | |
| project: bench_cluster | |
| seed: 42 | |
| model: | |
| ddp_bucket_cap_mb: 25 | |
| dtype: bfloat16 | |
| init_method: | |
| std: 0.025 | |
| make_vocab_size_divisible_by: 1 | |
| model_config: | |
| bos_token_id: 1 | |
| eos_token_id: 2 | |
| hidden_act: silu | |
| hidden_size: 2048 | |
| initializer_range: 0.02 | |
| intermediate_size: 4096 | |
| is_llama_config: true | |
| max_position_embeddings: 4096 | |
| num_attention_heads: 32 | |
| num_hidden_layers: 24 | |
| num_key_value_heads: 32 | |
| pad_token_id: null | |
| pretraining_tp: 1 | |
| rms_norm_eps: 1.0e-05 | |
| rope_scaling: null | |
| rope_theta: 10000.0 | |
| tie_word_embeddings: true | |
| use_cache: true | |
| vocab_size: 50257 | |
| optimizer: | |
| accumulate_grad_in_fp32: true | |
| clip_grad: 1.0 | |
| learning_rate_scheduler: | |
| learning_rate: 0.0001 | |
| lr_decay_style: linear | |
| lr_warmup_style: linear | |
| lr_warmup_steps: 1 | |
| min_decay_lr: 1.0e-05 | |
| optimizer_factory: | |
| adam_beta1: 0.9 | |
| adam_beta2: 0.95 | |
| adam_eps: 1.0e-08 | |
| name: adamW | |
| torch_adam_is_fused: true | |
| weight_decay: 0.01 | |
| zero_stage: 1 | |
| parallelism: | |
| dp: 8 | |
| expert_parallel_size: 1 | |
| pp: 4 | |
| pp_engine: 1f1b | |
| tp: 2 | |
| tp_linear_async_communication: false | |
| tp_mode: REDUCE_SCATTER | |
| profiler: | |
| profiler_export_path: /fsx/ferdinandmom/ferdinand-hf/bench_cluster/results/llama-1B/64_GPUS/dp-8_tp-2_pp-4_mbz-4 | |
| tokenizer: | |
| tokenizer_max_length: null | |
| tokenizer_name_or_path: openai-community/gpt2 | |
| tokenizer_revision: null | |
| data_stages: | |
| - name: Training Stage | |
| start_training_step: 1 | |
| data: | |
| dataset: | |
| dataset_overwrite_cache: false | |
| dataset_processing_num_proc_per_process: 64 | |
| hf_dataset_config_name: null | |
| hf_dataset_or_datasets: roneneldan/TinyStories | |
| hf_dataset_splits: train | |
| text_column_name: text | |
| num_loading_workers: 0 | |
| seed: 42 | |
| lighteval: null | |
| tokens: | |
| train_steps: 20 | |
| val_check_interval: -1 | |
| batch_accumulation_per_replica: 32 | |
| limit_test_batches: 0 | |
| limit_val_batches: 0 | |
| micro_batch_size: 4 | |
| sequence_length: 4096 | |
| logging: | |
| iteration_step_info_interval: 1 | |
| log_level: info | |
| log_level_replica: info | |
| checkpoints: | |
| checkpoint_interval: 100000 | |
| checkpoints_path: /dev/null | |
| resume_checkpoint_path: null | |