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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
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