checkpoint_dir: meta-llama/Meta-Llama-3.1-8B
out_dir: out/llama-3.1-finetuned
precision: bf16-true
devices: 1
num_nodes: 1
lora_r: 8
lora_alpha: 16
lora_dropout: 0.05
lora_query: true
lora_key: false
lora_value: true
lora_projection: false
lora_mlp: false
lora_head: false
data:
  class_path: litgpt.data.JSON
  init_args:
    json_path: /home/ec2-user/SageMaker/manufacturing.json
    mask_prompt: false
    val_split_fraction: 0.1
    prompt_style: alpaca
    ignore_index: -100
    seed: 42
    num_workers: 4
train:
  save_interval: 1000
  log_interval: 1
  global_batch_size: 16
  micro_batch_size: 1
  lr_warmup_steps: 100
  epochs: 1
  min_lr: 6.0e-05
eval:
  interval: 100
  max_new_tokens: 100
  max_iters: 100
  initial_validation: false
  final_validation: true
optimizer: AdamW
logger_name: csv
seed: 1337