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### model
model_name_or_path: Qwen/Qwen2.5-Coder-7B
#model_name_or_path: meta-llama/Meta-Llama-3-8B-Instruct
trust_remote_code: true

### method
stage: sft
do_train: true
finetuning_type: lora
lora_rank: 128
lora_target: all

### dataset
dataset: std_premises
template: qwen
cutoff_len: 2048
max_samples: 50000
overwrite_cache: true
preprocessing_num_workers: 16
dataloader_num_workers: 4

### output
output_dir: /projects/bdkg/jhu11/saves/qwen2.5-coder-7b-3epoch-r128-purged-json-formatted/lora/sft
logging_steps: 10
save_steps: 500
plot_loss: true
overwrite_output_dir: true
save_only_model: false

### train
per_device_train_batch_size: 2
gradient_accumulation_steps: 8
learning_rate: 1.0e-4
num_train_epochs: 3.0
lr_scheduler_type: cosine
warmup_ratio: 0.1
bf16: true
ddp_timeout: 180000000
resume_from_checkpoint: null

### eval
eval_dataset: std_premises_evaluation
### val_size: 0.1
per_device_eval_batch_size: 2
eval_strategy: steps
eval_steps: 500