hyperparameters.yaml

model_name: google/gemma-2-2b
out_dir: pretrained_model/models
precision: bf16-mixed
initial_checkpoint_dir: google/gemma-2-2b
resume: false
data:
  class_path: litgpt.data.LitData
  init_args:
    data_path: data
    seed: 42
    num_workers: 8
train:
  save_interval: 1000
  log_interval: 1
  global_batch_size: 4
  micro_batch_size: 1
  lr_warmup_steps: 2000
  max_tokens: 156800708
  max_seq_length: 2048
  tie_embeddings: false
  max_norm: 1.0
  min_lr: 4.0e-05
eval:
  interval: 1000
  max_iters: 100
  initial_validation: false
  final_validation: true
optimizer: AdamW
devices: auto
num_nodes: 1
tokenizer_dir: google/gemma-2-2b
logger_name: tensorboard
seed: 42