| badam_mode: layer |
| badam_switch_interval: 7 |
| badam_switch_mode: ascending |
| badam_update_ratio: 0.05 |
| bf16: true |
| cutoff_len: 10240 |
| dataset: api_eval_dataset |
| dataset_dir: data |
| ddp_timeout: 180000000 |
| do_train: true |
| finetuning_type: full |
| flash_attn: fa2 |
| gradient_accumulation_steps: 4 |
| include_num_input_tokens_seen: true |
| learning_rate: 3.0e-06 |
| logging_steps: 5 |
| lr_scheduler_type: cosine |
| max_grad_norm: 1.0 |
| max_samples: 10000000 |
| model_name_or_path: microsoft/Phi-3.5-mini-instruct |
| num_train_epochs: 32.0 |
| optim: adamw_torch |
| output_dir: saves/Custom/full/SpecAI |
| packing: false |
| per_device_train_batch_size: 4 |
| plot_loss: true |
| preprocessing_num_workers: 16 |
| report_to: none |
| save_steps: 2000 |
| shift_attn: true |
| stage: sft |
| template: phi |
| use_badam: true |
| warmup_steps: 0 |
|
|
