apollo_rank: 256
apollo_scale: 1
apollo_target: all
apollo_update_interval: 200
bf16: true
cutoff_len: 4096
dataset: codes_330k_ns
dataset_dir: data
ddp_timeout: 180000000
do_train: true
enable_liger_kernel: true
finetuning_type: freeze
flash_attn: auto
freeze_trainable_layers: 2
freeze_trainable_modules: all
gradient_accumulation_steps: 8
include_num_input_tokens_seen: true
learning_rate: 5.0e-05
logging_steps: 1
lr_scheduler_type: cosine
max_grad_norm: 1.0
max_samples: 50000000
model_name_or_path: Qwen/Qwen2.5-Coder-7B-Instruct
neat_packing: true
num_train_epochs: 1.0
output_dir: saves/Qwen2.5-Coder-7B-Instruct/freeze/qwen_ns
packing: true
per_device_train_batch_size: 16
plot_loss: true
preprocessing_num_workers: 16
report_to: none
rope_scaling: llama3
save_steps: 500
stage: sft
template: qwen
trust_remote_code: true
use_apollo: true
use_llama_pro: true
warmup_steps: 0