| badam_mode: layer | |
| badam_switch_interval: 100 | |
| badam_switch_mode: ascending | |
| badam_update_ratio: 0.1 | |
| bf16: true | |
| cutoff_len: 4096 | |
| dataset: smoltalk_chinese | |
| dataset_dir: data | |
| ddp_timeout: 180000000 | |
| deepspeed: cache/ds_z3_config.json | |
| do_train: true | |
| eval_steps: 5000 | |
| eval_strategy: steps | |
| finetuning_type: full | |
| flash_attn: fa2 | |
| gradient_accumulation_steps: 4 | |
| learning_rate: 0.0003 | |
| logging_steps: 5 | |
| lr_scheduler_type: cosine | |
| max_grad_norm: 2.0 | |
| max_samples: 10000000 | |
| model_name_or_path: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | |
| neat_packing: true | |
| neftune_noise_alpha: 5 | |
| num_train_epochs: 2.0 | |
| optim: adamw_torch | |
| output_dir: saves/DeepSeek-R1-Distill-Qwen-1.5B/full/train_2025-01-23-00-42-56 | |
| packing: true | |
| per_device_eval_batch_size: 4 | |
| per_device_train_batch_size: 4 | |
| plot_loss: true | |
| preprocessing_num_workers: 16 | |
| report_to: none | |
| save_steps: 5000 | |
| stage: sft | |
| template: deepseekr1 | |
| trust_remote_code: true | |
| use_badam: true | |
| val_size: 0.001 | |
| warmup_steps: 100 | |