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configs/config_1.14G_dp16_tp8_pp1_acc2_mbs16_seq2048_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp16_tp8_pp1_acc2_mbs16_seq2048_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 16
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp1_tp1_pp8_acc64_mbs1_seq2048_zero0_tpmodeRED_l16_h2048_heads32.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: bench_seqlen.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp1_tp1_pp8_acc64_mbs1_seq2048_zero0_tpmodeRED_l16_h2048_heads32
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 8
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 64
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp1_pp4_acc2_mbs32_seq32768_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: bench_seqlen.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp1_pp4_acc2_mbs32_seq32768_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 4
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 32
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp4_pp1_acc128_mbs2_seq8192_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp4_pp1_acc128_mbs2_seq8192_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 128
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp4_pp1_acc4_mbs16_seq32768_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp4_pp1_acc4_mbs16_seq32768_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp4_pp1_acc4_mbs16_seq8192_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp4_pp1_acc4_mbs16_seq8192_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp64_pp1_acc2_mbs32_seq32768_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp64_pp1_acc2_mbs32_seq32768_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 64
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 32
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp2_tp8_pp1_acc256_mbs4_seq2048_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp2_tp8_pp1_acc256_mbs4_seq2048_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 256
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp32_tp16_pp1_acc1_mbs4_seq8192_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp32_tp16_pp1_acc1_mbs4_seq8192_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 32
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp32_tp8_pp1_acc1_mbs1_seq32768_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp32_tp8_pp1_acc1_mbs1_seq32768_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 32
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp4_tp64_pp1_acc64_mbs2_seq8192_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp4_tp64_pp1_acc64_mbs2_seq8192_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 64
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 64
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp4_tp8_pp1_acc2_mbs4_seq32768_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp4_tp8_pp1_acc2_mbs4_seq32768_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp8_tp16_pp1_acc1_mbs16_seq32768_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp8_tp16_pp1_acc1_mbs16_seq32768_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp8_tp16_pp1_acc4_mbs4_seq8192_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp8_tp16_pp1_acc4_mbs4_seq8192_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp8_tp32_pp1_acc4_mbs1_seq32768_zero1_tpmodeALL_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp8_tp32_pp1_acc4_mbs1_seq32768_zero1_tpmodeALL_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.14G_dp8_tp32_pp1_acc8_mbs2_seq8192_zero1_tpmodeRED_vocab32k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.14G_dp8_tp32_pp1_acc8_mbs2_seq8192_zero1_tpmodeRED_vocab32k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 32768
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 8
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp128_tp1_pp2_acc16_mbs1_seq2048_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp128_tp1_pp2_acc16_mbs1_seq2048_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 128
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 16
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp128_tp4_pp1_acc1_mbs4_seq2048_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp128_tp4_pp1_acc1_mbs4_seq2048_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 128
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp16_tp8_pp1_acc4_mbs4_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp16_tp8_pp1_acc4_mbs4_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 16
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp1_tp8_pp2_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp1_tp8_pp2_acc16_mbs16_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 16
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp1_tp8_pp2_acc8_mbs32_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp1_tp8_pp2_acc8_mbs32_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 8
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 32
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp2_tp16_pp1_acc2_mbs128_seq2048_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp2_tp16_pp1_acc2_mbs128_seq2048_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 128
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp2_tp16_pp4_acc128_mbs1_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp2_tp16_pp4_acc128_mbs1_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 2
+  expert_parallel_size: 1
+  pp: 4
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 128
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp2_tp1_pp4_acc4_mbs32_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp2_tp1_pp4_acc4_mbs32_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 4
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 32
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp2_tp256_pp1_acc32_mbs2_seq8192_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp2_tp256_pp1_acc32_mbs2_seq8192_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 256
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp32_tp4_pp1_acc1_mbs8_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp32_tp4_pp1_acc1_mbs8_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 32
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 8
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp32_tp4_pp1_acc32_mbs2_seq2048_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp32_tp4_pp1_acc32_mbs2_seq2048_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 32
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp16_pp1_acc2_mbs16_seq32768_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp16_pp1_acc2_mbs16_seq32768_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp16_pp1_acc64_mbs1_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp16_pp1_acc64_mbs1_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 64
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp2_pp2_acc32_mbs2_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp2_pp2_acc32_mbs2_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 2
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp32_pp1_acc1_mbs8_seq32768_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp32_pp1_acc1_mbs8_seq32768_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 8
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp32_pp1_acc32_mbs4_seq2048_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp32_pp1_acc32_mbs4_seq2048_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp4_pp1_acc32_mbs16_seq2048_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp4_pp1_acc32_mbs16_seq2048_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp64_pp1_acc16_mbs2_seq8192_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp64_pp1_acc16_mbs2_seq8192_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 8192
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 64
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 16
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 8192
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp4_tp64_pp1_acc8_mbs16_seq2048_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp4_tp64_pp1_acc8_mbs16_seq2048_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 2048
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 64
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 8
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 2048
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp64_tp1_pp2_acc2_mbs2_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp64_tp1_pp2_acc2_mbs2_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 64
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp8_tp2_pp16_acc32_mbs1_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp8_tp2_pp16_acc32_mbs1_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 16
+  pp_engine: 1f1b
+  tp: 2
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp8_tp4_pp1_acc1_mbs16_seq32768_zero1_tpmodeALL_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp8_tp4_pp1_acc1_mbs16_seq32768_zero1_tpmodeALL_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_1.34G_dp8_tp8_pp1_acc2_mbs2_seq32768_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 1.34G_dp8_tp8_pp1_acc2_mbs2_seq32768_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 2048
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 32768
+    num_attention_heads: 32
+    num_hidden_layers: 16
+    num_key_value_heads: 8
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 32768
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp1_tp16_pp1_acc1_mbs40_seq4096_zero0_tpmodeALL_vocab131k_cache.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp1_tp16_pp1_acc1_mbs40_seq4096_zero0_tpmodeALL_vocab131k_cache
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: false
+  tp_mode: ALL_REDUCE
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 40
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp1_tp32_pp2_acc4_mbs64_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp1_tp32_pp2_acc4_mbs64_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 64
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp1_tp4_pp8_acc32_mbs8_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp1_tp4_pp8_acc32_mbs8_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 8
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 8
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp1_tp8_pp1_acc1_mbs26_seq4096_zero0_tpmodeRED_vocab131k_cache.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp1_tp8_pp1_acc1_mbs26_seq4096_zero0_tpmodeRED_vocab131k_cache
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 26
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp1_tp8_pp1_acc1_mbs2_seq4096_zero0_tpmodeRED_vocab131k_cache.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp1_tp8_pp1_acc1_mbs2_seq4096_zero0_tpmodeRED_vocab131k_cache
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 1
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 8
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 2
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp2_tp1_pp16_acc128_mbs1_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp2_tp1_pp16_acc128_mbs1_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 2
+  expert_parallel_size: 1
+  pp: 16
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 128
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 1
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp2_tp1_pp4_acc8_mbs16_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp2_tp1_pp4_acc8_mbs16_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 4
+  pp_engine: 1f1b
+  tp: 1
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 8
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp2_tp4_pp2_acc32_mbs4_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp2_tp4_pp2_acc32_mbs4_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 2
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 32
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 4
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp4_tp16_pp4_acc4_mbs16_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp4_tp16_pp4_acc4_mbs16_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 4
+  pp_engine: 1f1b
+  tp: 16
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 4
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 16
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp4_tp32_pp2_acc1_mbs64_seq4096_zero1_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp4_tp32_pp2_acc1_mbs64_seq4096_zero1_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 4
+  expert_parallel_size: 1
+  pp: 2
+  pp_engine: 1f1b
+  tp: 32
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 1
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 64
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100

configs/config_3.57G_dp64_tp4_pp1_acc2_mbs32_seq4096_zero0_tpmodeRED_vocab131k.yaml

@@ -0,0 +1,91 @@
+checkpoints:
+  checkpoint_interval: 10000
+  checkpoints_path: checkpoints
+  checkpoints_path_is_shared_file_system: false
+  resume_checkpoint_path: null
+  save_initial_state: false
+data_stages:
+- data:
+    dataset: null
+    num_loading_workers: 1
+    seed: 42
+  name: Stable Training Stage
+  start_training_step: 1
+general:
+  benchmark_csv_path: benchmark/results/bench_final2.csv
+  consumed_train_samples: null
+  ignore_sanity_checks: true
+  project: debug
+  run: 3.57G_dp64_tp4_pp1_acc2_mbs32_seq4096_zero0_tpmodeRED_vocab131k
+  seed: 42
+  step: null
+lighteval: null
+logging:
+  iteration_step_info_interval: 1
+  log_level: info
+  log_level_replica: info
+model:
+  ddp_bucket_cap_mb: 25
+  dtype: bfloat16
+  init_method:
+    std: 0.02
+  make_vocab_size_divisible_by: 1
+  model_config:
+    bos_token_id: 0
+    eos_token_id: 0
+    hidden_act: silu
+    hidden_size: 3072
+    initializer_range: 0.02
+    intermediate_size: 8192
+    is_llama_config: true
+    max_position_embeddings: 4096
+    num_attention_heads: 32
+    num_hidden_layers: 28
+    num_key_value_heads: 32
+    pad_token_id: null
+    pretraining_tp: 1
+    rms_norm_eps: 1.0e-05
+    rope_scaling: null
+    tie_word_embeddings: true
+    use_cache: true
+    vocab_size: 131072
+optimizer:
+  accumulate_grad_in_fp32: true
+  clip_grad: 1.0
+  learning_rate_scheduler:
+    learning_rate: 0.0003
+    lr_decay_starting_step: null
+    lr_decay_steps: 13
+    lr_decay_style: cosine
+    lr_warmup_steps: 2
+    lr_warmup_style: linear
+    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: 0
+parallelism:
+  dp: 64
+  expert_parallel_size: 1
+  pp: 1
+  pp_engine: 1f1b
+  tp: 4
+  tp_linear_async_communication: true
+  tp_mode: REDUCE_SCATTER
+profiler: null
+tokenizer:
+  tokenizer_max_length: null
+  tokenizer_name_or_path: robot-test/dummy-tokenizer-wordlevel
+  tokenizer_revision: null
+tokens:
+  batch_accumulation_per_replica: 2
+  limit_test_batches: 0
+  limit_val_batches: 0
+  micro_batch_size: 32
+  sequence_length: 4096
+  train_steps: 100
+  val_check_interval: 100