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olmo_base.step2384-unsharded
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run_name: olmo-400M-base
seed: 6198
epoch: null
dry_run: false
model:
  d_model: 1024
  n_heads: 16
  n_kv_heads: null
  clip_qkv: null
  n_layers: 20
  mlp_ratio: 8
  mlp_hidden_size: null
  activation_type: swiglu
  block_type: sequential
  block_group_size: 1
  alibi: false
  alibi_bias_max: 8.0
  rope: true
  rope_full_precision: true
  rope_theta: 10000
  flash_attention: true
  attention_dropout: 0.0
  multi_query_attention: null
  attention_layer_norm: false
  residual_dropout: 0.0
  embedding_dropout: 0.0
  embedding_layer_norm: false
  layer_norm_type: rms
  layer_norm_with_affine: true
  layer_norm_eps: 1.0e-06
  attention_layer_norm_with_affine: false
  max_sequence_length: 2048
  include_bias: false
  bias_for_layer_norm: false
  scale_logits: false
  vocab_size: 50280
  embedding_size: 50304
  weight_tying: false
  eos_token_id: 0
  pad_token_id: 1
  init_device: cuda
  init_fn: normal
  init_std: 0.02
  init_cutoff_factor: 3.0
  precision: amp_bf16
  scale_emb_init: false
  emb_init_std: null
  norm_after: false
  cbp_train: false
  cbp_replacement_rate: 0.0001
  cbp_maturity_threshold: 100
  cbp_init_fn: kaiming
optimizer:
  name: adamw
  learning_rate: 0.0004
  weight_decay: 0.1
  betas:
  - 0.9
  - 0.95
  eps: 1.0e-08
  no_decay_norm_and_bias: null
  selective_updates: false
  decay_norm_and_bias: true
  decay_embeddings: true
  metrics_log_interval: 10
  record_update_metrics: false
scheduler:
  name: cosine_with_warmup
  units: steps
  t_warmup: 2384
  t_max: null
  alpha_f: 0.1
  grad_clip_warmup_steps: null
  grad_clip_warmup_factor: null
  warmup_min_lr: 0.0
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