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HDFlow-Llama-3-8B-Instruct

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HDFlow-Llama-3-8B-Instruct
File size: 955 Bytes 
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checkpoint_dir: checkpoints/meta-llama/Meta-Llama-3-8B-Instruct
out_dir: /apdcephfs/share_300000800/user/wenlinyao/research2/AlphaCode/litgpt_trained_model/llama-3-8b-instruct_4k_alphaflow_v10
precision: bf16-true
devices: 8
resume: false
data:
  class_path: litgpt.data.JSON
  init_args:
    json_path: /apdcephfs/share_300000800/user/wenlinyao/research2/AlphaCode/litgpt_data/alphaflow_training_data_v10.json
    mask_prompt: false
    val_split_fraction: 0.005
    prompt_style: llama3
    ignore_index: -100
    seed: 42
    num_workers: 4
train:
  save_interval: 600
  log_interval: 1
  global_batch_size: 128
  micro_batch_size: 1
  lr_warmup_steps: 50
  epochs: 4
  max_seq_length: 4096
  min_lr: 2.0e-06
eval:
  interval: 200
  max_new_tokens: 2048
  max_iters: 100
  initial_validation: false
optimizer:
  class_path: torch.optim.AdamW
  init_args:
    lr: 2.0e-05
    weight_decay: 0.02
    betas:
    - 0.9
    - 0.95
logger_name: csv
seed: 11